# KodeKloud

## Docs

- [Conclusion](https://notes.kodekloud.com/docs/12-Factor-App/Conclusion/Conclusion/page.md)
- [Introduction](https://notes.kodekloud.com/docs/12-Factor-App/Introduction/Introduction/page.md)
- [Why 12 Factor app](https://notes.kodekloud.com/docs/12-Factor-App/Introduction/Why-12-Factor-app/page.md)
- [Admin Processes](https://notes.kodekloud.com/docs/12-Factor-App/Twelve-Factor-App-methodology/Admin-Processes/page.md)
- [Backing Services](https://notes.kodekloud.com/docs/12-Factor-App/Twelve-Factor-App-methodology/Backing-Services/page.md)
- [Build Release and Run](https://notes.kodekloud.com/docs/12-Factor-App/Twelve-Factor-App-methodology/Build-Release-and-Run/page.md)
- [Codebase](https://notes.kodekloud.com/docs/12-Factor-App/Twelve-Factor-App-methodology/Codebase/page.md)
- [Concurrency](https://notes.kodekloud.com/docs/12-Factor-App/Twelve-Factor-App-methodology/Concurrency/page.md)
- [Config](https://notes.kodekloud.com/docs/12-Factor-App/Twelve-Factor-App-methodology/Config/page.md)
- [Dependencies](https://notes.kodekloud.com/docs/12-Factor-App/Twelve-Factor-App-methodology/Dependencies/page.md)
- [Dev Prod Parity](https://notes.kodekloud.com/docs/12-Factor-App/Twelve-Factor-App-methodology/Dev-Prod-Parity/page.md)
- [Disposability](https://notes.kodekloud.com/docs/12-Factor-App/Twelve-Factor-App-methodology/Disposability/page.md)
- [Logs](https://notes.kodekloud.com/docs/12-Factor-App/Twelve-Factor-App-methodology/Logs/page.md)
- [Port Binding](https://notes.kodekloud.com/docs/12-Factor-App/Twelve-Factor-App-methodology/Port-Binding/page.md)
- [Processes](https://notes.kodekloud.com/docs/12-Factor-App/Twelve-Factor-App-methodology/Processes/page.md)
- [Image Analysis Using Azure AI Vision](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Analyze-and-Manipulate-Images/Image-Analysis-Using-Azure-AI-Vision/page.md)
- [OCR Using Azure AI Vision](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Analyze-and-Manipulate-Images/OCR-Using-Azure-AI-Vision/page.md)
- [Working with Image Analysis](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Analyze-and-Manipulate-Images/Working-with-Image-Analysis/page.md)
- [Azure AI Language Services](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Analyzing-Text/Azure-AI-Language-Services/page.md)
- [Module Introduction](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Analyzing-Text/Module-Introduction/page.md)
- [Working with Azure AI Language Services](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Analyzing-Text/Working-with-Azure-AI-Language-Services/page.md)
- [Building Insights](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Analyzing-Videos/Building-Insights/page.md)
- [Module Introduction](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Analyzing-Videos/Module-Introduction/page.md)
- [Video Indexer](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Analyzing-Videos/Video-Indexer/page.md)
- [Chain of Thought](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Apply-Prompt-Engineering/Chain-of-Thought/page.md)
- [Conversation History](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Apply-Prompt-Engineering/Conversation-History/page.md)
- [Module Introduction](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Apply-Prompt-Engineering/Module-Introduction/page.md)
- [Providing Clear Instructions](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Apply-Prompt-Engineering/Providing-Clear-Instructions/page.md)
- [Using Prompt Engineering](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Apply-Prompt-Engineering/Using-Prompt-Engineering/page.md)
- [Using System Messages](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Apply-Prompt-Engineering/Using-System-Messages/page.md)
- [What Is Prompt Engineering](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Apply-Prompt-Engineering/What-Is-Prompt-Engineering/page.md)
- [Adding a Custom Skill to a Skillset](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Create-a-Custom-Skill-for-Azure-AI-Search/Adding-a-Custom-Skill-to-a-Skillset/page.md)
- [Custom Skill Interfaces](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Create-a-Custom-Skill-for-Azure-AI-Search/Custom-Skill-Interfaces/page.md)
- [Module Introduction](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Create-a-Custom-Skill-for-Azure-AI-Search/Module-Introduction/page.md)
- [What Are Custom Skills](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Create-a-Custom-Skill-for-Azure-AI-Search/What-Are-Custom-Skills/page.md)
- [Implementing a Knowledge Store](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Creating-a-Knowledge-Store/Implementing-a-Knowledge-Store/page.md)
- [Module Introduction](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Creating-a-Knowledge-Store/Module-Introduction/page.md)
- [Using the Shaper Skill for Projections](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Creating-a-Knowledge-Store/Using-the-Shaper-Skill-for-Projections/page.md)
- [What Is Knowledge Store](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Creating-a-Knowledge-Store/What-Is-Knowledge-Store/page.md)
- [Custom Named Entity Recognition](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Custom-Classification-and-Named-Entity-Extraction/Custom-Named-Entity-Recognition/page.md)
- [Custom Text Classification](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Custom-Classification-and-Named-Entity-Extraction/Custom-Text-Classification/page.md)
- [Module Introduction](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Custom-Classification-and-Named-Entity-Extraction/Module-Introduction/page.md)
- [Review and Improve Model](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Custom-Classification-and-Named-Entity-Extraction/Review-and-Improve-Model/page.md)
- [Custom Vision Model](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Custom-Vision-Models-with-Azure-AI-Custom-Vision/Custom-Vision-Model/page.md)
- [Image Classification and Object Detection](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Custom-Vision-Models-with-Azure-AI-Custom-Vision/Image-Classification-and-Object-Detection/page.md)
- [Training Custom Models](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Custom-Vision-Models-with-Azure-AI-Custom-Vision/Training-Custom-Models/page.md)
- [Considerations for Face Detection and Recognition](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Detecting-Faces-with-the-Azure-AI-Vision/Considerations-for-Face-Detection-and-Recognition/page.md)
- [Face Detection Analysis and Recognition](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Detecting-Faces-with-the-Azure-AI-Vision/Face-Detection-Analysis-and-Recognition/page.md)
- [Face Detection Using Azure AI Vision](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Detecting-Faces-with-the-Azure-AI-Vision/Face-Detection-Using-Azure-AI-Vision/page.md)
- [Face Service](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Detecting-Faces-with-the-Azure-AI-Vision/Face-Service/page.md)
- [Integrating Azure OpenAI into Your App](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Develop-Apps-with-Azure-OpenAI-Service/Integrating-Azure-OpenAI-into-Your-App/page.md)
- [Module Introduction](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Develop-Apps-with-Azure-OpenAI-Service/Module-Introduction/page.md)
- [Using Language Specific SDKs](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Develop-Apps-with-Azure-OpenAI-Service/Using-Language-Specific-SDKs/page.md)
- [Using the Azure OpenAI REST API](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Develop-Apps-with-Azure-OpenAI-Service/Using-the-Azure-OpenAI-REST-API/page.md)
- [Azure AI Language Capabilities](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Develop-a-Conversational-Language-Understanding-App/Azure-AI-Language-Capabilities/page.md)
- [Intents Utterances and Entities](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Develop-a-Conversational-Language-Understanding-App/Intents-Utterances-and-Entities/page.md)
- [Module Introduction](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Develop-a-Conversational-Language-Understanding-App/Module-Introduction/page.md)
- [Training Testing Publishing and Reviewing](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Develop-a-Conversational-Language-Understanding-App/Training-Testing-Publishing-and-Reviewing/page.md)
- [What Is Language Understanding](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Develop-a-Conversational-Language-Understanding-App/What-Is-Language-Understanding/page.md)
- [Accuracy and Confidence Scores](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Develop-a-Document-Intelligence-Solution/Accuracy-and-Confidence-Scores/page.md)
- [Analyzing Documents Using Custom Model](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Develop-a-Document-Intelligence-Solution/Analyzing-Documents-Using-Custom-Model/page.md)
- [Document Intelligence Service](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Develop-a-Document-Intelligence-Solution/Document-Intelligence-Service/page.md)
- [Module Introduction](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Develop-a-Document-Intelligence-Solution/Module-Introduction/page.md)
- [Training Custom Models](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Develop-a-Document-Intelligence-Solution/Training-Custom-Models/page.md)
- [Working with Document Intelligence Service](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Develop-a-Document-Intelligence-Solution/Working-with-Document-Intelligence-Service/page.md)
- [Fine Tuning Question Answering Performance](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Develop-a-Question-Answering-Solution/Fine-Tuning-Question-Answering-Performance/page.md)
- [Introduction to QnA](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Develop-a-Question-Answering-Solution/Introduction-to-QnA/page.md)
- [Module Introduction](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Develop-a-Question-Answering-Solution/Module-Introduction/page.md)
- [Working with Question Answering](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Develop-a-Question-Answering-Solution/Working-with-Question-Answering/page.md)
- [Deploying Azure AI Services](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Get-Started-with-Azure-AI-Services/Deploying-Azure-AI-Services/page.md)
- [Module Introduction](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Get-Started-with-Azure-AI-Services/Module-Introduction/page.md)
- [Working with Azure AI Services](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Get-Started-with-Azure-AI-Services/Working-with-Azure-AI-Services/page.md)
- [AI Foundry Portal](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Get-Started-with-Azure-OpenAI-Service/AI-Foundry-Portal/page.md)
- [Deploying Generative AI Models](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Get-Started-with-Azure-OpenAI-Service/Deploying-Generative-AI-Models/page.md)
- [Deploying an Azure OpenAI Resource](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Get-Started-with-Azure-OpenAI-Service/Deploying-an-Azure-OpenAI-Resource/page.md)
- [Module Introduction](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Get-Started-with-Azure-OpenAI-Service/Module-Introduction/page.md)
- [Using Prompts to Get Completions and Testing Models](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Get-Started-with-Azure-OpenAI-Service/Using-Prompts-to-Get-Completions-and-Testing-Models/page.md)
- [What Is Generative AI](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Get-Started-with-Azure-OpenAI-Service/What-Is-Generative-AI/page.md)
- [How Azure OpenAI Can Use Your Data](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Implement-Retrieval-Augmented-Generation-RAG-with-Azure-OpenAI-Service/How-Azure-OpenAI-Can-Use-Your-Data/page.md)
- [Module Introduction](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Implement-Retrieval-Augmented-Generation-RAG-with-Azure-OpenAI-Service/Module-Introduction/page.md)
- [What Is RAG](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Implement-Retrieval-Augmented-Generation-RAG-with-Azure-OpenAI-Service/What-Is-RAG/page.md)
- [Working with Custom Data Sources](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Implement-Retrieval-Augmented-Generation-RAG-with-Azure-OpenAI-Service/Working-with-Custom-Data-Sources/page.md)
- [Azure AI Search](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Implementing-an-Intelligent-Search-Solution/Azure-AI-Search/page.md)
- [Enrichment Pipeline](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Implementing-an-Intelligent-Search-Solution/Enrichment-Pipeline/page.md)
- [Module Introduction](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Implementing-an-Intelligent-Search-Solution/Module-Introduction/page.md)
- [Azure AI Search](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Introduction-to-AI-and-Azure-AI-Services/Azure-AI-Search/page.md)
- [Azure AI Services](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Introduction-to-AI-and-Azure-AI-Services/Azure-AI-Services/page.md)
- [Azure Machine Learning](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Introduction-to-AI-and-Azure-AI-Services/Azure-Machine-Learning/page.md)
- [Module Introduction](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Introduction-to-AI-and-Azure-AI-Services/Module-Introduction/page.md)
- [Responsible AI Considerations](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Introduction-to-AI-and-Azure-AI-Services/Responsible-AI-Considerations/page.md)
- [What Is Artificial Intelligence](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Introduction-to-AI-and-Azure-AI-Services/What-Is-Artificial-Intelligence/page.md)
- [Certification Details](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Introduction/Certification-Details/page.md)
- [Course Introduction](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Introduction/Course-Introduction/page.md)
- [Audio Format and Voices](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Speech-Recognition-Translation-and-Synthesis/Audio-Format-and-Voices/page.md)
- [Module Introduction](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Speech-Recognition-Translation-and-Synthesis/Module-Introduction/page.md)
- [Speech Service](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Speech-Recognition-Translation-and-Synthesis/Speech-Service/page.md)
- [Speech Synthesis Markup Language SSML](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Speech-Recognition-Translation-and-Synthesis/Speech-Synthesis-Markup-Language-SSML/page.md)
- [Speech to Text and Text to Speech](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Speech-Recognition-Translation-and-Synthesis/Speech-to-Text-and-Text-to-Speech/page.md)
- [Translating Speech to Text](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Speech-Recognition-Translation-and-Synthesis/Translating-Speech-to-Text/page.md)
- [Custom Translation](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Translating-Text/Custom-Translation/page.md)
- [Module Introduction](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Translating-Text/Module-Introduction/page.md)
- [Translator Service](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Translating-Text/Translator-Service/page.md)
- [Working with Translator Service](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Translating-Text/Working-with-Translator-Service/page.md)
- [Containerizing Azure AI Services](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Using-Azure-AI-Services-for-Enterprise-Applications/Containerizing-Azure-AI-Services/page.md)
- [Module Introduction](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Using-Azure-AI-Services-for-Enterprise-Applications/Module-Introduction/page.md)
- [Monitoring Azure AI Services](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Using-Azure-AI-Services-for-Enterprise-Applications/Monitoring-Azure-AI-Services/page.md)
- [Securing Azure AI Services](https://notes.kodekloud.com/docs/AI-102-Microsoft-Certified-Azure-AI-Engineer-Associate/Using-Azure-AI-Services-for-Enterprise-Applications/Securing-Azure-AI-Services/page.md)
- [AI Document Intelligence Services](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Azure-AI-Document-Intelligence/AI-Document-Intelligence-Services/page.md)
- [Document Intelligence Studio](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Azure-AI-Document-Intelligence/Document-Intelligence-Studio/page.md)
- [Form Analysis Using Document Intelligence](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Azure-AI-Document-Intelligence/Form-Analysis-Using-Document-Intelligence/page.md)
- [Module Introduction](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Azure-AI-Document-Intelligence/Module-Introduction/page.md)
- [AI Enrichment](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Azure-AI-Search/AI-Enrichment/page.md)
- [Azure AI Search Services](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Azure-AI-Search/Azure-AI-Search-Services/page.md)
- [Introduction to Knowledge Mining](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Azure-AI-Search/Introduction-to-Knowledge-Mining/page.md)
- [Module Introduction](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Azure-AI-Search/Module-Introduction/page.md)
- [AI Vision Service and Image Analysis](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Azure-Computer-Vision-Capabilities/AI-Vision-Service-and-Image-Analysis/page.md)
- [Face Service to Detect Faces](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Azure-Computer-Vision-Capabilities/Face-Service-to-Detect-Faces/page.md)
- [Module Introduction](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Azure-Computer-Vision-Capabilities/Module-Introduction/page.md)
- [Optical Character Recognition OCR to Read Text](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Azure-Computer-Vision-Capabilities/Optical-Character-Recognition-OCR-to-Read-Text/page.md)
- [Azure Bot Service](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Azure-NLP-Services/Azure-Bot-Service/page.md)
- [Conversational Language and Understanding](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Azure-NLP-Services/Conversational-Language-and-Understanding/page.md)
- [Module Introduction](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Azure-NLP-Services/Module-Introduction/page.md)
- [Question Answering](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Azure-NLP-Services/Question-Answering/page.md)
- [Speech Recognition and Synthesis](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Azure-NLP-Services/Speech-Recognition-and-Synthesis/page.md)
- [Text Analysis](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Azure-NLP-Services/Text-Analysis/page.md)
- [Azure Computer Vision Services](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Concepts-of-Computer-Vision/Azure-Computer-Vision-Services/page.md)
- [Convolutional Neural Networks](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Concepts-of-Computer-Vision/Convolutional-Neural-Networks/page.md)
- [Explore Multi Modal Models](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Concepts-of-Computer-Vision/Explore-Multi-Modal-Models/page.md)
- [Image Processing](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Concepts-of-Computer-Vision/Image-Processing/page.md)
- [Module Introduction](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Concepts-of-Computer-Vision/Module-Introduction/page.md)
- [Common AI Workloads](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Fundamental-AI-Concepts/Common-AI-Workloads/page.md)
- [Module Introduction](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Fundamental-AI-Concepts/Module-Introduction/page.md)
- [Principles of Responsible AI](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Fundamental-AI-Concepts/Principles-of-Responsible-AI/page.md)
- [What Is Artificial Intelligence](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Fundamental-AI-Concepts/What-Is-Artificial-Intelligence/page.md)
- [Azure OpenAI Capabilities](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Fundamentals-of-Azure-OpenAI/Azure-OpenAI-Capabilities/page.md)
- [Models Supported by Azure Open AI](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Fundamentals-of-Azure-OpenAI/Models-Supported-by-Azure-Open-AI/page.md)
- [Module Introduction](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Fundamentals-of-Azure-OpenAI/Module-Introduction/page.md)
- [What Is Azure OpenAI](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Fundamentals-of-Azure-OpenAI/What-Is-Azure-OpenAI/page.md)
- [Deep Learning](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Fundamentals-of-Machine-Learning/Deep-Learning/page.md)
- [Introduction to Azure ML](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Fundamentals-of-Machine-Learning/Introduction-to-Azure-ML/page.md)
- [Module Introduction](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Fundamentals-of-Machine-Learning/Module-Introduction/page.md)
- [Training and Evaluation of Models](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Fundamentals-of-Machine-Learning/Training-and-Evaluation-of-Models/page.md)
- [Types of Machine Learning](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Fundamentals-of-Machine-Learning/Types-of-Machine-Learning/page.md)
- [What Is Machine Learning](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Fundamentals-of-Machine-Learning/What-Is-Machine-Learning/page.md)
- [Copilot Prompts Considerations](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Generative-AI/Copilot-Prompts-Considerations/page.md)
- [Developing And Extending Copilot](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Generative-AI/Developing-And-Extending-Copilot/page.md)
- [Foundation Models](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Generative-AI/Foundation-Models/page.md)
- [Introduction to Generative AI](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Generative-AI/Introduction-to-Generative-AI/page.md)
- [Language Model Training](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Generative-AI/Language-Model-Training/page.md)
- [Language Models](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Generative-AI/Language-Models/page.md)
- [Large and Small Language Models](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Generative-AI/Large-and-Small-Language-Models/page.md)
- [Microsoft Copilot Services](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Generative-AI/Microsoft-Copilot-Services/page.md)
- [Module Introduction](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Generative-AI/Module-Introduction/page.md)
- [What Are Copilots](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Generative-AI/What-Are-Copilots/page.md)
- [Azure AI Services](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Introduction-to-Azure-AI-Services/Azure-AI-Services/page.md)
- [Fundamentals of Azure AI](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Introduction-to-Azure-AI-Services/Fundamentals-of-Azure-AI/page.md)
- [Module Introduction](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Introduction-to-Azure-AI-Services/Module-Introduction/page.md)
- [Certification Details](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Introduction/Certification-Details/page.md)
- [Course Introduction](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Introduction/Course-Introduction/page.md)
- [Introduction to Natural Language Processing](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Natural-Language-Processing-NLP/Introduction-to-Natural-Language-Processing/page.md)
- [Module Introduction](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Natural-Language-Processing-NLP/Module-Introduction/page.md)
- [NLP and Conversational AI in Azure](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Natural-Language-Processing-NLP/NLP-and-Conversational-AI-in-Azure/page.md)
- [Module Introduction](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Responsible-Generative-AI/Module-Introduction/page.md)
- [Plan a Responsible Generative AI Solution](https://notes.kodekloud.com/docs/AI-900-Microsoft-Certified-Azure-AI-Fundamentals/Responsible-Generative-AI/Plan-a-Responsible-Generative-AI-Solution/page.md)
- [Embeddings Vector Representations](https://notes.kodekloud.com/docs/AI-Agents-Fundamentals/AI-Agents-Part-1/Embeddings-Vector-Representations/page.md)
- [How LLMs work in real time](https://notes.kodekloud.com/docs/AI-Agents-Fundamentals/AI-Agents-Part-1/How-LLMs-work-in-real-time/page.md)
- [How LangChain works](https://notes.kodekloud.com/docs/AI-Agents-Fundamentals/AI-Agents-Part-1/How-LangChain-works/page.md)
- [Introduction to AI Agents](https://notes.kodekloud.com/docs/AI-Agents-Fundamentals/AI-Agents-Part-1/Introduction-to-AI-Agents/page.md)
- [Practice Labs LangChain](https://notes.kodekloud.com/docs/AI-Agents-Fundamentals/AI-Agents-Part-1/Practice-Labs-LangChain/page.md)
- [Practice Labs Master Prompt Engineering](https://notes.kodekloud.com/docs/AI-Agents-Fundamentals/AI-Agents-Part-1/Practice-Labs-Master-Prompt-Engineering/page.md)
- [Practice Labs Your First AI API Call](https://notes.kodekloud.com/docs/AI-Agents-Fundamentals/AI-Agents-Part-1/Practice-Labs-Your-First-AI-API-Call/page.md)
- [Prompt Engineering Techniques](https://notes.kodekloud.com/docs/AI-Agents-Fundamentals/AI-Agents-Part-1/Prompt-Engineering-Techniques/page.md)
- [Conclusion](https://notes.kodekloud.com/docs/AI-Agents-Fundamentals/AI-Agents-Part-2/Conclusion/page.md)
- [LangGraph for AI Workflows](https://notes.kodekloud.com/docs/AI-Agents-Fundamentals/AI-Agents-Part-2/LangGraph-for-AI-Workflows/page.md)
- [Model Context Protocol](https://notes.kodekloud.com/docs/AI-Agents-Fundamentals/AI-Agents-Part-2/Model-Context-Protocol/page.md)
- [Practice Labs Advanced MCP Concepts](https://notes.kodekloud.com/docs/AI-Agents-Fundamentals/AI-Agents-Part-2/Practice-Labs-Advanced-MCP-Concepts/page.md)
- [Practice Labs Build Semantic Search Engine](https://notes.kodekloud.com/docs/AI-Agents-Fundamentals/AI-Agents-Part-2/Practice-Labs-Build-Semantic-Search-Engine/page.md)
- [Practice Labs Build Stateful AI Workflows](https://notes.kodekloud.com/docs/AI-Agents-Fundamentals/AI-Agents-Part-2/Practice-Labs-Build-Stateful-AI-Workflows/page.md)
- [Practice Labs RAG Implementation](https://notes.kodekloud.com/docs/AI-Agents-Fundamentals/AI-Agents-Part-2/Practice-Labs-RAG-Implementation/page.md)
- [RAG](https://notes.kodekloud.com/docs/AI-Agents-Fundamentals/AI-Agents-Part-2/RAG/page.md)
- [Vector Databases Deep Dive](https://notes.kodekloud.com/docs/AI-Agents-Fundamentals/AI-Agents-Part-2/Vector-Databases-Deep-Dive/page.md)
- [Course Introduction](https://notes.kodekloud.com/docs/AI-Agents-Fundamentals/Introduction/Course-Introduction/page.md)
- [Claude API Overview](https://notes.kodekloud.com/docs/AI-Agents/API-Integrations-Tools/Claude-API-Overview/page.md)
- [Demo How to Use Claude API](https://notes.kodekloud.com/docs/AI-Agents/API-Integrations-Tools/Demo-How-to-Use-Claude-API/page.md)
- [Demo How to Use Poe](https://notes.kodekloud.com/docs/AI-Agents/API-Integrations-Tools/Demo-How-to-Use-Poe/page.md)
- [Kubernetes MCP](https://notes.kodekloud.com/docs/AI-Agents/API-Integrations-Tools/Kubernetes-MCP/page.md)
- [Manus AI Overview](https://notes.kodekloud.com/docs/AI-Agents/API-Integrations-Tools/Manus-AI-Overview/page.md)
- [Poe Overview](https://notes.kodekloud.com/docs/AI-Agents/API-Integrations-Tools/Poe-Overview/page.md)
- [Audio AI Agent Speech Translator](https://notes.kodekloud.com/docs/AI-Agents/Advanced-Agents-Projects/Audio-AI-Agent-Speech-Translator/page.md)
- [Demo Automatic Language Recognition and Translation](https://notes.kodekloud.com/docs/AI-Agents/Advanced-Agents-Projects/Demo-Automatic-Language-Recognition-and-Translation/page.md)
- [Demo Building a Multi Agent System](https://notes.kodekloud.com/docs/AI-Agents/Advanced-Agents-Projects/Demo-Building-a-Multi-Agent-System/page.md)
- [Understanding Multi Agent Systems](https://notes.kodekloud.com/docs/AI-Agents/Advanced-Agents-Projects/Understanding-Multi-Agent-Systems/page.md)
- [Agentic Architecture and Inter Agent Communication](https://notes.kodekloud.com/docs/AI-Agents/Agent-Architecture-Multi-Agent-Systems/Agentic-Architecture-and-Inter-Agent-Communication/page.md)
- [Autonomous Agent Frameworks](https://notes.kodekloud.com/docs/AI-Agents/Agent-Architecture-Multi-Agent-Systems/Autonomous-Agent-Frameworks/page.md)
- [Multi Agent Frameworks and Architecture](https://notes.kodekloud.com/docs/AI-Agents/Agent-Architecture-Multi-Agent-Systems/Multi-Agent-Frameworks-and-Architecture/page.md)
- [Security and Ethical AI in Multi Agent Systems](https://notes.kodekloud.com/docs/AI-Agents/Agent-Architecture-Multi-Agent-Systems/Security-and-Ethical-AI-in-Multi-Agent-Systems/page.md)
- [Demo Building a Simple Chatbot](https://notes.kodekloud.com/docs/AI-Agents/Building-AI-Agents/Demo-Building-a-Simple-Chatbot/page.md)
- [Demo Setting Up Development Environment](https://notes.kodekloud.com/docs/AI-Agents/Building-AI-Agents/Demo-Setting-Up-Development-Environment/page.md)
- [Development Environment Overview](https://notes.kodekloud.com/docs/AI-Agents/Building-AI-Agents/Development-Environment-Overview/page.md)
- [Understanding Conversational AI Theories and Design](https://notes.kodekloud.com/docs/AI-Agents/Building-AI-Agents/Understanding-Conversational-AI-Theories-and-Design/page.md)
- [Course Introduction](https://notes.kodekloud.com/docs/AI-Agents/Introduction/Course-Introduction/page.md)
- [Demo Building a News Aggretor Using WebSearchTool](https://notes.kodekloud.com/docs/AI-Agents/Practical-Projects/Demo-Building-a-News-Aggretor-Using-WebSearchTool/page.md)
- [Demo Exploring Computer Tools Playwright](https://notes.kodekloud.com/docs/AI-Agents/Practical-Projects/Demo-Exploring-Computer-Tools-Playwright/page.md)
- [Demo Searching Resumes for Keywords](https://notes.kodekloud.com/docs/AI-Agents/Practical-Projects/Demo-Searching-Resumes-for-Keywords/page.md)
- [Task Automation in AI Agents](https://notes.kodekloud.com/docs/AI-Agents/Practical-Projects/Task-Automation-in-AI-Agents/page.md)
- [Understanding Agent Computer Tools](https://notes.kodekloud.com/docs/AI-Agents/Practical-Projects/Understanding-Agent-Computer-Tools/page.md)
- [Understanding FireSearchTool](https://notes.kodekloud.com/docs/AI-Agents/Practical-Projects/Understanding-FireSearchTool/page.md)
- [AI Agents Introduction](https://notes.kodekloud.com/docs/AI-Agents/Prerequisites/AI-Agents-Introduction/page.md)
- [AI Development Key Concepts](https://notes.kodekloud.com/docs/AI-Agents/Prerequisites/AI-Development-Key-Concepts/page.md)
- [AI Technologies for Agents Overview](https://notes.kodekloud.com/docs/AI-Agents/Prerequisites/AI-Technologies-for-Agents-Overview/page.md)
- [Ethical Considerations](https://notes.kodekloud.com/docs/AI-Agents/Prerequisites/Ethical-Considerations/page.md)
- [Testing and Evaluation of AI Agents](https://notes.kodekloud.com/docs/AI-Agents/Prerequisites/Testing-and-Evaluation-of-AI-Agents/page.md)
- [Types of AI Agents](https://notes.kodekloud.com/docs/AI-Agents/Prerequisites/Types-of-AI-Agents/page.md)
- [Types of Agentic Agents and Multi Agentic Agents](https://notes.kodekloud.com/docs/AI-Agents/Prerequisites/Types-of-Agentic-Agents-and-Multi-Agentic-Agents/page.md)
- [Ansible Playbook Basics](https://notes.kodekloud.com/docs/AI-Assisted-Ansible/Ansible-Refresher/Ansible-Playbook-Basics/page.md)
- [Demo Writing a Simple Playbook](https://notes.kodekloud.com/docs/AI-Assisted-Ansible/Ansible-Refresher/Demo-Writing-a-Simple-Playbook/page.md)
- [Demo Integrating Claude Code CLI](https://notes.kodekloud.com/docs/AI-Assisted-Ansible/Claude-Code-CLI-With-Ansible/Demo-Integrating-Claude-Code-CLI/page.md)
- [Demo Writting Playbook With Claude Code Cli](https://notes.kodekloud.com/docs/AI-Assisted-Ansible/Claude-Code-CLI-With-Ansible/Demo-Writting-Playbook-With-Claude-Code-Cli/page.md)
- [Comparing Copilot vs ChatGPT](https://notes.kodekloud.com/docs/AI-Assisted-Ansible/GitHub-Copilot/Comparing-Copilot-vs-ChatGPT/page.md)
- [Demo Installing and Enabling Copilot](https://notes.kodekloud.com/docs/AI-Assisted-Ansible/GitHub-Copilot/Demo-Installing-and-Enabling-Copilot/page.md)
- [Demo Writing Playbooks With Copilot](https://notes.kodekloud.com/docs/AI-Assisted-Ansible/GitHub-Copilot/Demo-Writing-Playbooks-With-Copilot/page.md)
- [Course Introduction](https://notes.kodekloud.com/docs/AI-Assisted-Ansible/Prerequisites/Course-Introduction/page.md)
- [Prerequisites](https://notes.kodekloud.com/docs/AI-Assisted-Ansible/Prerequisites/Prerequisites/page.md)
- [Demo Generating Playbooks With Lightspeed](https://notes.kodekloud.com/docs/AI-Assisted-Ansible/Red-Hat-Ansible-Lightspeed/Demo-Generating-Playbooks-With-Lightspeed/page.md)
- [Demo Setting Up Lightspeed](https://notes.kodekloud.com/docs/AI-Assisted-Ansible/Red-Hat-Ansible-Lightspeed/Demo-Setting-Up-Lightspeed/page.md)
- [What is Lightspeed](https://notes.kodekloud.com/docs/AI-Assisted-Ansible/Red-Hat-Ansible-Lightspeed/What-is-Lightspeed/page.md)
- [Demo Generating a Playbook With ChatGPT](https://notes.kodekloud.com/docs/AI-Assisted-Ansible/Using-ChatGPT-With-Ansible/Demo-Generating-a-Playbook-With-ChatGPT/page.md)
- [Demo Iterating With ChatGPT to Fix Errors](https://notes.kodekloud.com/docs/AI-Assisted-Ansible/Using-ChatGPT-With-Ansible/Demo-Iterating-With-ChatGPT-to-Fix-Errors/page.md)
- [Playbook Generation Using Prompts](https://notes.kodekloud.com/docs/AI-Assisted-Ansible/Using-ChatGPT-With-Ansible/Playbook-Generation-Using-Prompts/page.md)
- [Demo Integrating Cursor](https://notes.kodekloud.com/docs/AI-Assisted-Ansible/Working-With-VS-Code-Extension/Demo-Integrating-Cursor/page.md)
- [Demo Setting Up VS Code With Ansible VS Code Extension](https://notes.kodekloud.com/docs/AI-Assisted-Ansible/Working-With-VS-Code-Extension/Demo-Setting-Up-VS-Code-With-Ansible-VS-Code-Extension/page.md)
- [Demo Using Linting and Validation](https://notes.kodekloud.com/docs/AI-Assisted-Ansible/Working-With-VS-Code-Extension/Demo-Using-Linting-and-Validation/page.md)
- [VS Code Extension Features](https://notes.kodekloud.com/docs/AI-Assisted-Ansible/Working-With-VS-Code-Extension/VS-Code-Extension-Features/page.md)
- [Course Overview](https://notes.kodekloud.com/docs/AI-Assisted-Development/Course-Introduction/Course-Overview/page.md)
- [Configuring Our Virtual Environment](https://notes.kodekloud.com/docs/AI-Assisted-Development/Development-Phase-Backend/Configuring-Our-Virtual-Environment/page.md)
- [Debugging Our Application](https://notes.kodekloud.com/docs/AI-Assisted-Development/Development-Phase-Backend/Debugging-Our-Application/page.md)
- [Error Handling](https://notes.kodekloud.com/docs/AI-Assisted-Development/Development-Phase-Backend/Error-Handling/page.md)
- [Image Loading and Validation](https://notes.kodekloud.com/docs/AI-Assisted-Development/Development-Phase-Backend/Image-Loading-and-Validation/page.md)
- [Implementing OpenCV](https://notes.kodekloud.com/docs/AI-Assisted-Development/Development-Phase-Backend/Implementing-OpenCV/page.md)
- [Section Introduction](https://notes.kodekloud.com/docs/AI-Assisted-Development/Development-Phase-Backend/Section-Introduction/page.md)
- [Setting up Flask for the API](https://notes.kodekloud.com/docs/AI-Assisted-Development/Development-Phase-Backend/Setting-up-Flask-for-the-API/page.md)
- [Setting up Our Project Structure](https://notes.kodekloud.com/docs/AI-Assisted-Development/Development-Phase-Backend/Setting-up-Our-Project-Structure/page.md)
- [Testing with Postman](https://notes.kodekloud.com/docs/AI-Assisted-Development/Development-Phase-Backend/Testing-with-Postman/page.md)
- [Creating a UI](https://notes.kodekloud.com/docs/AI-Assisted-Development/Development-Phase-Frontend/Creating-a-UI/page.md)
- [Scaffolding a New React APP](https://notes.kodekloud.com/docs/AI-Assisted-Development/Development-Phase-Frontend/Scaffolding-a-New-React-APP/page.md)
- [Section Introduction](https://notes.kodekloud.com/docs/AI-Assisted-Development/Development-Phase-Frontend/Section-Introduction/page.md)
- [Wiring up Our Project](https://notes.kodekloud.com/docs/AI-Assisted-Development/Development-Phase-Frontend/Wiring-up-Our-Project/page.md)
- [A Quick Look BlackboxAI](https://notes.kodekloud.com/docs/AI-Assisted-Development/Introduction-to-AI-Assisted-Development/A-Quick-Look-BlackboxAI/page.md)
- [A Quick Look ChatGPT](https://notes.kodekloud.com/docs/AI-Assisted-Development/Introduction-to-AI-Assisted-Development/A-Quick-Look-ChatGPT/page.md)
- [A Quick Look Cursor](https://notes.kodekloud.com/docs/AI-Assisted-Development/Introduction-to-AI-Assisted-Development/A-Quick-Look-Cursor/page.md)
- [A Quick Look GitHub Copilot](https://notes.kodekloud.com/docs/AI-Assisted-Development/Introduction-to-AI-Assisted-Development/A-Quick-Look-GitHub-Copilot/page.md)
- [A Quick Look Tabnine](https://notes.kodekloud.com/docs/AI-Assisted-Development/Introduction-to-AI-Assisted-Development/A-Quick-Look-Tabnine/page.md)
- [Benefits of AI](https://notes.kodekloud.com/docs/AI-Assisted-Development/Introduction-to-AI-Assisted-Development/Benefits-of-AI/page.md)
- [Common Concerns on AI](https://notes.kodekloud.com/docs/AI-Assisted-Development/Introduction-to-AI-Assisted-Development/Common-Concerns-on-AI/page.md)
- [Introduction to AI Assisted Development](https://notes.kodekloud.com/docs/AI-Assisted-Development/Introduction-to-AI-Assisted-Development/Introduction-to-AI-Assisted-Development/page.md)
- [What We Will build](https://notes.kodekloud.com/docs/AI-Assisted-Development/Introduction-to-AI-Assisted-Development/What-We-Will-build/page.md)
- [Creating Component Diagrams and Data Flow](https://notes.kodekloud.com/docs/AI-Assisted-Development/Planning-Phase/Creating-Component-Diagrams-and-Data-Flow/page.md)
- [Creating a Technical Specification Document](https://notes.kodekloud.com/docs/AI-Assisted-Development/Planning-Phase/Creating-a-Technical-Specification-Document/page.md)
- [Generating User Stories](https://notes.kodekloud.com/docs/AI-Assisted-Development/Planning-Phase/Generating-User-Stories/page.md)
- [Requirements Analysis with ChatGPT](https://notes.kodekloud.com/docs/AI-Assisted-Development/Planning-Phase/Requirements-Analysis-with-ChatGPT/page.md)
- [Section Introduction](https://notes.kodekloud.com/docs/AI-Assisted-Development/Planning-Phase/Section-Introduction/page.md)
- [Conclusion](https://notes.kodekloud.com/docs/AI-Assisted-Development/Project-Completion/Conclusion/page.md)
- [Creating Documentation with BlackboxAI](https://notes.kodekloud.com/docs/AI-Assisted-Development/Project-Completion/Creating-Documentation-with-BlackboxAI/page.md)
- [Generating Comments with Tabnine](https://notes.kodekloud.com/docs/AI-Assisted-Development/Project-Completion/Generating-Comments-with-Tabnine/page.md)
- [Getting the Repo Ready to Go Public](https://notes.kodekloud.com/docs/AI-Assisted-Development/Project-Completion/Getting-the-Repo-Ready-to-Go-Public/page.md)
- [Agents for Multi step tasks](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Applications-of-Foundation-Models/Agents-for-Multi-step-tasks/page.md)
- [Design considerations for Foundation Model Applications](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Applications-of-Foundation-Models/Design-considerations-for-Foundation-Model-Applications/page.md)
- [Evaluating Foundation Model Performance](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Applications-of-Foundation-Models/Evaluating-Foundation-Model-Performance/page.md)
- [Foundation Model Customization Approaches](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Applications-of-Foundation-Models/Foundation-Model-Customization-Approaches/page.md)
- [Inference Parameters and their effects](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Applications-of-Foundation-Models/Inference-Parameters-and-their-effects/page.md)
- [Prompt Engineering Techniques and Best Practices](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Applications-of-Foundation-Models/Prompt-Engineering-Techniques-and-Best-Practices/page.md)
- [Retrieval Augmented Generation RAG and its uses](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Applications-of-Foundation-Models/Retrieval-Augmented-Generation-RAG-and-its-uses/page.md)
- [Selecting Pre Trained Models](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Applications-of-Foundation-Models/Selecting-Pre-Trained-Models/page.md)
- [Training and Fine tuning Process for Foundation Models](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Applications-of-Foundation-Models/Training-and-Fine-tuning-Process-for-Foundation-Models/page.md)
- [Vector Databases on AWS](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Applications-of-Foundation-Models/Vector-Databases-on-AWS/page.md)
- [A Final Word The future impact of AI in AWS and beyond](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Conclusion-and-Next-Steps/A-Final-Word-The-future-impact-of-AI-in-AWS-and-beyond/page.md)
- [Continual Learning in the AIML Space for AWS](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Conclusion-and-Next-Steps/Continual-Learning-in-the-AIML-Space-for-AWS/page.md)
- [Next Steps and Resources in Certification](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Conclusion-and-Next-Steps/Next-Steps-and-Resources-in-Certification/page.md)
- [AI ML and Deep Learning Similarities and Differences](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Fundamentals-of-AI-and-ML/AI-ML-and-Deep-Learning-Similarities-and-Differences/page.md)
- [Basic AI Concepts and Terminologies](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Fundamentals-of-AI-and-ML/Basic-AI-Concepts-and-Terminologies/page.md)
- [Data Types in AI Models](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Fundamentals-of-AI-and-ML/Data-Types-in-AI-Models/page.md)
- [Identifying Practice Use cases for AIML](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Fundamentals-of-AI-and-ML/Identifying-Practice-Use-cases-for-AIML/page.md)
- [Introduction to MLOps concepts from design to metrics](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Fundamentals-of-AI-and-ML/Introduction-to-MLOps-concepts-from-design-to-metrics/page.md)
- [ML Development Lifecycle and the ML Pipeline](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Fundamentals-of-AI-and-ML/ML-Development-Lifecycle-and-the-ML-Pipeline/page.md)
- [Overview of AI and ML Services on AWS](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Fundamentals-of-AI-and-ML/Overview-of-AI-and-ML-Services-on-AWS/page.md)
- [Supervised Unsupervised and Reinforcement Learning](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Fundamentals-of-AI-and-ML/Supervised-Unsupervised-and-Reinforcement-Learning/page.md)
- [Types of Inferencing](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Fundamentals-of-AI-and-ML/Types-of-Inferencing/page.md)
- [Basic Concepts of Generative AI tokens chunking embeddings and more](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Fundamentals-of-Generative-AI/Basic-Concepts-of-Generative-AI-tokens-chunking-embeddings-and-more/page.md)
- [Capabilities and Limitations of Generative AI Applications](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Fundamentals-of-Generative-AI/Capabilities-and-Limitations-of-Generative-AI-Applications/page.md)
- [Cost Consideration for AWS Gen AI Services redundancy availability performance and more](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Fundamentals-of-Generative-AI/Cost-Consideration-for-AWS-Gen-AI-Services-redundancy-availability-performance-and-more/page.md)
- [Foundation Model Lifecycle](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Fundamentals-of-Generative-AI/Foundation-Model-Lifecycle/page.md)
- [Generative AI Use Cases and Applications](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Fundamentals-of-Generative-AI/Generative-AI-Use-Cases-and-Applications/page.md)
- [Dataset Characteristics and Bias](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Guidelines-for-Responsible-AI/Dataset-Characteristics-and-Bias/page.md)
- [Features of Responsible AI](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Guidelines-for-Responsible-AI/Features-of-Responsible-AI/page.md)
- [Human centered Design for Explainable AI](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Guidelines-for-Responsible-AI/Human-centered-Design-for-Explainable-AI/page.md)
- [Legal Risks in Generative AI](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Guidelines-for-Responsible-AI/Legal-Risks-in-Generative-AI/page.md)
- [Responsible Model Selection Practices](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Guidelines-for-Responsible-AI/Responsible-Model-Selection-Practices/page.md)
- [Tools for Identifying Responsible AI Features](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Guidelines-for-Responsible-AI/Tools-for-Identifying-Responsible-AI-Features/page.md)
- [Transparent and Explainable Models](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Guidelines-for-Responsible-AI/Transparent-and-Explainable-Models/page.md)
- [AI Practitioner Exam Guide Exam Details and Domains](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Introduction/AI-Practitioner-Exam-Guide-Exam-Details-and-Domains/page.md)
- [Course Overview](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Introduction/Course-Overview/page.md)
- [Introduction](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Introduction/Introduction/page.md)
- [RegisteringTaking an exam for the first time What to know Demo](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Introduction/RegisteringTaking-an-exam-for-the-first-time-What-to-know-Demo/page.md)
- [Setting up your own AWS Account A walk through](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Introduction/Setting-up-your-own-AWS-Account-A-walk-through/page.md)
- [Why AWS AI Practitioner Certification and what is an AI Practitioner](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Introduction/Why-AWS-AI-Practitioner-Certification-and-what-is-an-AI-Practitioner/page.md)
- [AI Data Governance Strategies](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Security-Compliance-and-Governance-for-AI-Solutions/AI-Data-Governance-Strategies/page.md)
- [AWS Services for Governance and Compliance](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Security-Compliance-and-Governance-for-AI-Solutions/AWS-Services-for-Governance-and-Compliance/page.md)
- [Best Practices for Secure Data Engineering](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Security-Compliance-and-Governance-for-AI-Solutions/Best-Practices-for-Secure-Data-Engineering/page.md)
- [Regulatory Compliance Standards for AI Systems](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Security-Compliance-and-Governance-for-AI-Solutions/Regulatory-Compliance-Standards-for-AI-Systems/page.md)
- [Securing AI Systems with AWS Services](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Security-Compliance-and-Governance-for-AI-Solutions/Securing-AI-Systems-with-AWS-Services/page.md)
- [Security and Privacy Considerations for AI Systems](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Security-Compliance-and-Governance-for-AI-Solutions/Security-and-Privacy-Considerations-for-AI-Systems/page.md)
- [Source Citation and Data Lineage](https://notes.kodekloud.com/docs/AWS-Certified-AI-Practitioner/Security-Compliance-and-Governance-for-AI-Solutions/Source-Citation-and-Data-Lineage/page.md)
- [AWS EventBridge Introduction](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-1-Monitoring-Logging-and-Remediation/AWS-EventBridge-Introduction/page.md)
- [Auditing With CloudTrail](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-1-Monitoring-Logging-and-Remediation/Auditing-With-CloudTrail/page.md)
- [Building Cloudwatch Dashboards for Visualization](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-1-Monitoring-Logging-and-Remediation/Building-Cloudwatch-Dashboards-for-Visualization/page.md)
- [CloudWatch and CloudTrail Overview](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-1-Monitoring-Logging-and-Remediation/CloudWatch-and-CloudTrail-Overview/page.md)
- [Configuring EventBridge Rules to Trigger Actions](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-1-Monitoring-Logging-and-Remediation/Configuring-EventBridge-Rules-to-Trigger-Actions/page.md)
- [Configuring Metric Filters for Specific Log Data](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-1-Monitoring-Logging-and-Remediation/Configuring-Metric-Filters-for-Specific-Log-Data/page.md)
- [Configuring Notifications With SNS](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-1-Monitoring-Logging-and-Remediation/Configuring-Notifications-With-SNS/page.md)
- [Demo Building a simple CloudWatch Dashboard](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-1-Monitoring-Logging-and-Remediation/Demo-Building-a-simple-CloudWatch-Dashboard/page.md)
- [Demo Creating CloudWatch Alarms](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-1-Monitoring-Logging-and-Remediation/Demo-Creating-CloudWatch-Alarms/page.md)
- [Demo Creating and Executing Automation Runbooks](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-1-Monitoring-Logging-and-Remediation/Demo-Creating-and-Executing-Automation-Runbooks/page.md)
- [Demo Finding Logs with CloudWatch Logs](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-1-Monitoring-Logging-and-Remediation/Demo-Finding-Logs-with-CloudWatch-Logs/page.md)
- [Demo Installing and Configuring CloudWatch Agent](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-1-Monitoring-Logging-and-Remediation/Demo-Installing-and-Configuring-CloudWatch-Agent/page.md)
- [Demo Setting up SNSSQS to send Messages](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-1-Monitoring-Logging-and-Remediation/Demo-Setting-up-SNSSQS-to-send-Messages/page.md)
- [Demo Tracking Access with CloudTrail](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-1-Monitoring-Logging-and-Remediation/Demo-Tracking-Access-with-CloudTrail/page.md)
- [Discovering With CloudWatch Log Insights](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-1-Monitoring-Logging-and-Remediation/Discovering-With-CloudWatch-Log-Insights/page.md)
- [Importance of Monitoring and Logging in Cloud Operations](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-1-Monitoring-Logging-and-Remediation/Importance-of-Monitoring-and-Logging-in-Cloud-Operations/page.md)
- [Logging With CloudWatch Logs](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-1-Monitoring-Logging-and-Remediation/Logging-With-CloudWatch-Logs/page.md)
- [Monitoring With CloudWatch](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-1-Monitoring-Logging-and-Remediation/Monitoring-With-CloudWatch/page.md)
- [Remediation With Systems Manager Automation Runbooks](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-1-Monitoring-Logging-and-Remediation/Remediation-With-Systems-Manager-Automation-Runbooks/page.md)
- [Systems Manager and Its Sub Services Overview](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-1-Monitoring-Logging-and-Remediation/Systems-Manager-and-Its-Sub-Services-Overview/page.md)
- [Triggering Automated Actions With AWS Config](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-1-Monitoring-Logging-and-Remediation/Triggering-Automated-Actions-With-AWS-Config/page.md)
- [Understanding and Responding to CloudWatch Alarms](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-1-Monitoring-Logging-and-Remediation/Understanding-and-Responding-to-CloudWatch-Alarms/page.md)
- [Using CloudWatch Agent to Collect Metrics and Logs](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-1-Monitoring-Logging-and-Remediation/Using-CloudWatch-Agent-to-Collect-Metrics-and-Logs/page.md)
- [AWS Aurora Replication Options Introduction](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/AWS-Aurora-Replication-Options-Introduction/page.md)
- [AWS Auto Scaling Overview](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/AWS-Auto-Scaling-Overview/page.md)
- [AWS RDS Replication Types Introduction](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/AWS-RDS-Replication-Types-Introduction/page.md)
- [Adding Route 53 Health Checks With an ELB and Route 53 Policies](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/Adding-Route-53-Health-Checks-With-an-ELB-and-Route-53-Policies/page.md)
- [Adding in Global Accelerator With ELB](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/Adding-in-Global-Accelerator-With-ELB/page.md)
- [Backup and Snapshot Options on AWS Overview](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/Backup-and-Snapshot-Options-on-AWS-Overview/page.md)
- [CRR and DR Options in AWS Overview](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/CRR-and-DR-Options-in-AWS-Overview/page.md)
- [Configuring AWS Backup for Various Services](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/Configuring-AWS-Backup-for-Various-Services/page.md)
- [Demo Configuring RDS Snapshots for your Database](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/Demo-Configuring-RDS-Snapshots-for-your-Database/page.md)
- [Demo Implementing Fault Tolerant Storage using EFS](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/Demo-Implementing-Fault-Tolerant-Storage-using-EFS/page.md)
- [Demo Memory Stress on Enabling Versioning and Lifecycle Rules for S3](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/Demo-Memory-Stress-on-Enabling-Versioning-and-Lifecycle-Rules-for-S3/page.md)
- [Demo Promoting your own Read Replica to a Primary](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/Demo-Promoting-your-own-Read-Replica-to-a-Primary/page.md)
- [Demo Setting up AWS RDS Multi AZ Cluster Deployment with Read Replicas](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/Demo-Setting-up-AWS-RDS-Multi-AZ-Cluster-Deployment-with-Read-Replicas/page.md)
- [Demo Setting up Global Tables with DynamoDB](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/Demo-Setting-up-Global-Tables-with-DynamoDB/page.md)
- [Demo Setting up S3 for CRR](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/Demo-Setting-up-S3-for-CRR/page.md)
- [Demo Setting up Various Autoscaling Plans](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/Demo-Setting-up-Various-Autoscaling-Plans/page.md)
- [General Replication Options for Data Services on AWS](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/General-Replication-Options-for-Data-Services-on-AWS/page.md)
- [High Availability and Fault Tolerance in AWS Introduction](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/High-Availability-and-Fault-Tolerance-in-AWS-Introduction/page.md)
- [Implementing Caching With DynamoDB and DAX](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/Implementing-Caching-With-DynamoDB-and-DAX/page.md)
- [Implementing Caching With Elasticache](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/Implementing-Caching-With-Elasticache/page.md)
- [Implementing Lifecycle Rules on S3](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/Implementing-Lifecycle-Rules-on-S3/page.md)
- [Implementing Versioning on S3](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/Implementing-Versioning-on-S3/page.md)
- [Importance of Reliability and Business Continuity in Cloud Operations](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/Importance-of-Reliability-and-Business-Continuity-in-Cloud-Operations/page.md)
- [Multi AZ Architectures for Various AWS Services Overview](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/Multi-AZ-Architectures-for-Various-AWS-Services-Overview/page.md)
- [Performing Point in Time Restores for Various Database Services](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/Performing-Point-in-Time-Restores-for-Various-Database-Services/page.md)
- [Promoting Read Replicas as a Restoration](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/Promoting-Read-Replicas-as-a-Restoration/page.md)
- [Setting Up S3 for CRR](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/Setting-Up-S3-for-CRR/page.md)
- [Single AZ vs Multi AZ in Service and Deployments](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/Single-AZ-vs-Multi-AZ-in-Service-and-Deployments/page.md)
- [Strategies for Fault Tolerant Workloads on AWS](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/Strategies-for-Fault-Tolerant-Workloads-on-AWS/page.md)
- [The Various Scaling Types in AWS Auto Scaling](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/The-Various-Scaling-Types-in-AWS-Auto-Scaling/page.md)
- [Understanding Caching and Caching Strategies](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/Understanding-Caching-and-Caching-Strategies/page.md)
- [Understanding Elastic Load Balancing and Load Distribution](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/Understanding-Elastic-Load-Balancing-and-Load-Distribution/page.md)
- [Understanding Loosely Coupled and Various Scenarios](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/Understanding-Loosely-Coupled-and-Various-Scenarios/page.md)
- [Understanding and Exploring Global Tables on Dynamodb](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/Understanding-and-Exploring-Global-Tables-on-Dynamodb/page.md)
- [Versioning and Lifecycle Options in AWS Overview](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-2-Reliability-and-BCP/Versioning-and-Lifecycle-Options-in-AWS-Overview/page.md)
- [Advanced Automation Features of CloudFormation](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-3-Deployment-Provisioning-and-Automation/Advanced-Automation-Features-of-CloudFormation/page.md)
- [Amazon Machine Images in AWS Overview](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-3-Deployment-Provisioning-and-Automation/Amazon-Machine-Images-in-AWS-Overview/page.md)
- [Building With EC2 Image Builder for Automated Image Creation VMs and Containers](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-3-Deployment-Provisioning-and-Automation/Building-With-EC2-Image-Builder-for-Automated-Image-Creation-VMs-and-Containers/page.md)
- [Cloud Resource Provisioning Introduction](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-3-Deployment-Provisioning-and-Automation/Cloud-Resource-Provisioning-Introduction/page.md)
- [CloudFormation Overview](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-3-Deployment-Provisioning-and-Automation/CloudFormation-Overview/page.md)
- [Common Deployment Issues and Challenges](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-3-Deployment-Provisioning-and-Automation/Common-Deployment-Issues-and-Challenges/page.md)
- [Configuring Different Deployment Strategies for Various AWS Services](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-3-Deployment-Provisioning-and-Automation/Configuring-Different-Deployment-Strategies-for-Various-AWS-Services/page.md)
- [Creating and Managing Services With CloudFormation Templates](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-3-Deployment-Provisioning-and-Automation/Creating-and-Managing-Services-With-CloudFormation-Templates/page.md)
- [Demo Creating a simple S3 Bucket with CloudFormation](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-3-Deployment-Provisioning-and-Automation/Demo-Creating-a-simple-S3-Bucket-with-CloudFormation/page.md)
- [Demo Creating and Managing AMIs with EC2 Image Builder](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-3-Deployment-Provisioning-and-Automation/Demo-Creating-and-Managing-AMIs-with-EC2-Image-Builder/page.md)
- [Demo The Anatomy of a CloudFormation Template](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-3-Deployment-Provisioning-and-Automation/Demo-The-Anatomy-of-a-CloudFormation-Template/page.md)
- [Discovering Services Using the Resource Access Manager](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-3-Deployment-Provisioning-and-Automation/Discovering-Services-Using-the-Resource-Access-Manager/page.md)
- [Importance of Automation and IaC in Service Provisioning](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-3-Deployment-Provisioning-and-Automation/Importance-of-Automation-and-IaC-in-Service-Provisioning/page.md)
- [Strategies for Identifying and Remedying Deployment Issues](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-3-Deployment-Provisioning-and-Automation/Strategies-for-Identifying-and-Remedying-Deployment-Issues/page.md)
- [Strategies for Service Provisioning Across AWS Globally](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-3-Deployment-Provisioning-and-Automation/Strategies-for-Service-Provisioning-Across-AWS-Globally/page.md)
- [Understanding Different Deployment Strategies](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-3-Deployment-Provisioning-and-Automation/Understanding-Different-Deployment-Strategies/page.md)
- [Utilizing CloudFormation StackSets for Distributing Globally](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-3-Deployment-Provisioning-and-Automation/Utilizing-CloudFormation-StackSets-for-Distributing-Globally/page.md)
- [AWS Audit Manager Overview](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-4-Security-and-Compliance/AWS-Audit-Manager-Overview/page.md)
- [AWS Config Overview](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-4-Security-and-Compliance/AWS-Config-Overview/page.md)
- [AWS GuardDuty Overview](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-4-Security-and-Compliance/AWS-GuardDuty-Overview/page.md)
- [AWS Inspector Overview](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-4-Security-and-Compliance/AWS-Inspector-Overview/page.md)
- [Auditing Access Policies With IAM Policy Simulator](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-4-Security-and-Compliance/Auditing-Access-Policies-With-IAM-Policy-Simulator/page.md)
- [Classifying Data Based on Sensitivity and Regulatory Requirements](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-4-Security-and-Compliance/Classifying-Data-Based-on-Sensitivity-and-Regulatory-Requirements/page.md)
- [Configuring IAM Policies for Fine Grained Access Control](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-4-Security-and-Compliance/Configuring-IAM-Policies-for-Fine-Grained-Access-Control/page.md)
- [Demo Configuring Users and Group Access and Policies](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-4-Security-and-Compliance/Demo-Configuring-Users-and-Group-Access-and-Policies/page.md)
- [Demo Exploring the VPCs Security Groups and NACLs](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-4-Security-and-Compliance/Demo-Exploring-the-VPCs-Security-Groups-and-NACLs/page.md)
- [Demo Migrating an EBS Volumes from Unencrypted to Encrypted](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-4-Security-and-Compliance/Demo-Migrating-an-EBS-Volumes-from-Unencrypted-to-Encrypted/page.md)
- [Demo Setting up Secrets Manager with RDS](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-4-Security-and-Compliance/Demo-Setting-up-Secrets-Manager-with-RDS/page.md)
- [Enabling Service Control Policies to Scope Account Permissions](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-4-Security-and-Compliance/Enabling-Service-Control-Policies-to-Scope-Account-Permissions/page.md)
- [Encryption at Rest Options for AWS Services Overview](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-4-Security-and-Compliance/Encryption-at-Rest-Options-for-AWS-Services-Overview/page.md)
- [Encryption in Transit Options for AWS Services Overview](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-4-Security-and-Compliance/Encryption-in-Transit-Options-for-AWS-Services-Overview/page.md)
- [Exploring Multi Account Security With AWS Control Tower](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-4-Security-and-Compliance/Exploring-Multi-Account-Security-With-AWS-Control-Tower/page.md)
- [IAM Overview](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-4-Security-and-Compliance/IAM-Overview/page.md)
- [Implementing IAM Features MFA Password Policies and Roles](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-4-Security-and-Compliance/Implementing-IAM-Features-MFA-Password-Policies-and-Roles/page.md)
- [Importance of Network Defense](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-4-Security-and-Compliance/Importance-of-Network-Defense/page.md)
- [KMS Around Encryption Keys Best Practices](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-4-Security-and-Compliance/KMS-Around-Encryption-Keys-Best-Practices/page.md)
- [Key Management Service KMS](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-4-Security-and-Compliance/Key-Management-Service-KMS/page.md)
- [Multi Account Security With AWS Organizations](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-4-Security-and-Compliance/Multi-Account-Security-With-AWS-Organizations/page.md)
- [Multi Account in AWS Strategies](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-4-Security-and-Compliance/Multi-Account-in-AWS-Strategies/page.md)
- [Network Firewall Service Overview](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-4-Security-and-Compliance/Network-Firewall-Service-Overview/page.md)
- [Protection Strategies Overview](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-4-Security-and-Compliance/Protection-Strategies-Overview/page.md)
- [Security Hub Overview](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-4-Security-and-Compliance/Security-Hub-Overview/page.md)
- [Security and Compliance Policies in AWS Overview](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-4-Security-and-Compliance/Security-and-Compliance-Policies-in-AWS-Overview/page.md)
- [Troubleshooting Access With IAM Access Analyzer](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-4-Security-and-Compliance/Troubleshooting-Access-With-IAM-Access-Analyzer/page.md)
- [Trusted Advisor Security Checks Overview](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-4-Security-and-Compliance/Trusted-Advisor-Security-Checks-Overview/page.md)
- [Using Organizational Policies to Scope Organization Permissions](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-4-Security-and-Compliance/Using-Organizational-Policies-to-Scope-Organization-Permissions/page.md)
- [Using and Storing Secrets on AWS Secrets Manager](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-4-Security-and-Compliance/Using-and-Storing-Secrets-on-AWS-Secrets-Manager/page.md)
- [Using and Storing Secrets on AWS Systems Manager Parameter Store](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-4-Security-and-Compliance/Using-and-Storing-Secrets-on-AWS-Systems-Manager-Parameter-Store/page.md)
- [Utilizing Permissions Boundaries to Scope User Permissions](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-4-Security-and-Compliance/Utilizing-Permissions-Boundaries-to-Scope-User-Permissions/page.md)
- [VPC and Its Defenses Overview](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-4-Security-and-Compliance/VPC-and-Its-Defenses-Overview/page.md)
- [WAF and Shield Overview](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-4-Security-and-Compliance/WAF-and-Shield-Overview/page.md)
- [AWS Direct Connect](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-5-Networking-and-Content-Delivery/AWS-Direct-Connect/page.md)
- [Access Controls and Security With CloudFront](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-5-Networking-and-Content-Delivery/Access-Controls-and-Security-With-CloudFront/page.md)
- [Client and Site to Site VPN Overview](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-5-Networking-and-Content-Delivery/Client-and-Site-to-Site-VPN-Overview/page.md)
- [CloudFront Caching Mechanism and Potential Issues](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-5-Networking-and-Content-Delivery/CloudFront-Caching-Mechanism-and-Potential-Issues/page.md)
- [CloudFront Overview](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-5-Networking-and-Content-Delivery/CloudFront-Overview/page.md)
- [Common Misconfigurations and Troubleshooting VPC Issues](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-5-Networking-and-Content-Delivery/Common-Misconfigurations-and-Troubleshooting-VPC-Issues/page.md)
- [Configuring Amazon S3 for Hosting Static Sites](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-5-Networking-and-Content-Delivery/Configuring-Amazon-S3-for-Hosting-Static-Sites/page.md)
- [Configuring Domain Names Hosted Zones and Records](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-5-Networking-and-Content-Delivery/Configuring-Domain-Names-Hosted-Zones-and-Records/page.md)
- [Configuring EC2 Connectivity Using Systems Manager Session Manager](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-5-Networking-and-Content-Delivery/Configuring-EC2-Connectivity-Using-Systems-Manager-Session-Manager/page.md)
- [Configuring VPC Components Subnets Route Tables and Security GroupsNACLs](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-5-Networking-and-Content-Delivery/Configuring-VPC-Components-Subnets-Route-Tables-and-Security-GroupsNACLs/page.md)
- [Demo Exploring the Options with CloudFront](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-5-Networking-and-Content-Delivery/Demo-Exploring-the-Options-with-CloudFront/page.md)
- [Implementing Private Service Connectivity Using VPC Endpoints and PrivateLink](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-5-Networking-and-Content-Delivery/Implementing-Private-Service-Connectivity-Using-VPC-Endpoints-and-PrivateLink/page.md)
- [Internal Network to Network Connectivity With Transit Gateway](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-5-Networking-and-Content-Delivery/Internal-Network-to-Network-Connectivity-With-Transit-Gateway/page.md)
- [Internal Network to Network Connectivity With VPC Peering](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-5-Networking-and-Content-Delivery/Internal-Network-to-Network-Connectivity-With-VPC-Peering/page.md)
- [Networking in AWS Understanding Various Logs Available](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-5-Networking-and-Content-Delivery/Networking-in-AWS-Understanding-Various-Logs-Available/page.md)
- [Route 53 Overview](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-5-Networking-and-Content-Delivery/Route-53-Overview/page.md)
- [Route 53 Resolvers Introduction](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-5-Networking-and-Content-Delivery/Route-53-Resolvers-Introduction/page.md)
- [Route 53 Routing Policies](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-5-Networking-and-Content-Delivery/Route-53-Routing-Policies/page.md)
- [Setting Up DNS Forwarding and Conditional Forwarding](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-5-Networking-and-Content-Delivery/Setting-Up-DNS-Forwarding-and-Conditional-Forwarding/page.md)
- [Setting Up External Access NAT Gateways Internet Gateways and Egress Only IGW](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-5-Networking-and-Content-Delivery/Setting-Up-External-Access-NAT-Gateways-Internet-Gateways-and-Egress-Only-IGW/page.md)
- [VPN Direct Connect Peering and VPC Endpoints Common Issues](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-5-Networking-and-Content-Delivery/VPN-Direct-Connect-Peering-and-VPC-Endpoints-Common-Issues/page.md)
- [Configuring Billing Alarms to Send Notifications for Cost Monitoring](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-6-Cost-and-Performance-Optimization/Configuring-Billing-Alarms-to-Send-Notifications-for-Cost-Monitoring/page.md)
- [Configuring Cost Allocation Tags](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-6-Cost-and-Performance-Optimization/Configuring-Cost-Allocation-Tags/page.md)
- [Cost Optimization Strategies Overview and Best Practices](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-6-Cost-and-Performance-Optimization/Cost-Optimization-Strategies-Overview-and-Best-Practices/page.md)
- [EC2 Spot Instances Pros and Cons](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-6-Cost-and-Performance-Optimization/EC2-Spot-Instances-Pros-and-Cons/page.md)
- [Highly Managed AWS Services Overview](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-6-Cost-and-Performance-Optimization/Highly-Managed-AWS-Services-Overview/page.md)
- [Importance of Cost optimization](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-6-Cost-and-Performance-Optimization/Importance-of-Cost-optimization/page.md)
- [Setting Up AWS Budgets to Monitor and Control Costs](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-6-Cost-and-Performance-Optimization/Setting-Up-AWS-Budgets-to-Monitor-and-Control-Costs/page.md)
- [Tagging Resources for Cost Management Best Practices](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-6-Cost-and-Performance-Optimization/Tagging-Resources-for-Cost-Management-Best-Practices/page.md)
- [Trade Offs Between Managed Services and Self Managed Services](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-6-Cost-and-Performance-Optimization/Trade-Offs-Between-Managed-Services-and-Self-Managed-Services/page.md)
- [Using Tools Like Cost Optimizer to Find Underutilized Resources](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-6-Cost-and-Performance-Optimization/Using-Tools-Like-Cost-Optimizer-to-Find-Underutilized-Resources/page.md)
- [Using Tools Like Trusted Advisor and Cost Explorer to Find Unused Resources](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-6-Cost-and-Performance-Optimization/Using-Tools-Like-Trusted-Advisor-and-Cost-Explorer-to-Find-Unused-Resources/page.md)
- [What Workloads Are Perfect for EC2 Spot Instances](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Domain-6-Cost-and-Performance-Optimization/What-Workloads-Are-Perfect-for-EC2-Spot-Instances/page.md)
- [Course Introduction](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Introduction-Prerequisites/Course-Introduction/page.md)
- [Demo RegisteringTaking an Exam for the First Time What to know](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Introduction-Prerequisites/Demo-RegisteringTaking-an-Exam-for-the-First-Time-What-to-know/page.md)
- [Demo Setting Up Your Own AWS Account A walkthrough](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Introduction-Prerequisites/Demo-Setting-Up-Your-Own-AWS-Account-A-walkthrough/page.md)
- [Demo The KodeKloud AWS Playgrounds](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Introduction-Prerequisites/Demo-The-KodeKloud-AWS-Playgrounds/page.md)
- [Where Are You Now Take an assessment to know what you dont know](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Introduction-Prerequisites/Where-Are-You-Now-Take-an-assessment-to-know-what-you-dont-know/page.md)
- [Continual Learning Resources](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Practice-Exams-and-Closing-Steps/Continual-Learning-Resources/page.md)
- [The Day of the Exam How to Prepare](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Practice-Exams-and-Closing-Steps/The-Day-of-the-Exam-How-to-Prepare/page.md)
- [Summary of Domain 1 Monitoring Logging and Remediation](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Summary/Summary-of-Domain-1-Monitoring-Logging-and-Remediation/page.md)
- [Summary of Domain 2 Reliability and Business Continuity](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Summary/Summary-of-Domain-2-Reliability-and-Business-Continuity/page.md)
- [Summary of Domain 3 Deployment Provisioning and Automation](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Summary/Summary-of-Domain-3-Deployment-Provisioning-and-Automation/page.md)
- [Summary of Domain 4 Security and Compliance](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Summary/Summary-of-Domain-4-Security-and-Compliance/page.md)
- [Summary of Domain 5 Networking and Content Delivery](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Summary/Summary-of-Domain-5-Networking-and-Content-Delivery/page.md)
- [Summary of Domain 6 Cost and Performance Optimization](https://notes.kodekloud.com/docs/AWS-Certified-CloudOps-Engineer-Associate/Summary/Summary-of-Domain-6-Cost-and-Performance-Optimization/page.md)
- [API Gateway Basics](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/API-Gateway/API-Gateway-Basics/page.md)
- [API Gateway Demo](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/API-Gateway/API-Gateway-Demo/page.md)
- [API Keys Usage Plans Demo](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/API-Gateway/API-Keys-Usage-Plans-Demo/page.md)
- [API Keys Usage Plans](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/API-Gateway/API-Keys-Usage-Plans/page.md)
- [Authentication Authorization Demo](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/API-Gateway/Authentication-Authorization-Demo/page.md)
- [Authentication Authorization](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/API-Gateway/Authentication-Authorization/page.md)
- [CORS](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/API-Gateway/CORS/page.md)
- [Caching Demo](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/API-Gateway/Caching-Demo/page.md)
- [Caching](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/API-Gateway/Caching/page.md)
- [Canary Demo](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/API-Gateway/Canary-Demo/page.md)
- [Canary](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/API-Gateway/Canary/page.md)
- [Exam Tips](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/API-Gateway/Exam-Tips/page.md)
- [Integration Types mapping Templates Demo](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/API-Gateway/Integration-Types-mapping-Templates-Demo/page.md)
- [Integration Types mapping Templates](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/API-Gateway/Integration-Types-mapping-Templates/page.md)
- [OpenAPI Demo](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/API-Gateway/OpenAPI-Demo/page.md)
- [OpenAPI](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/API-Gateway/OpenAPI/page.md)
- [Stages Deployments Demo](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/API-Gateway/Stages-Deployments-Demo/page.md)
- [Stages Deployments](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/API-Gateway/Stages-Deployments/page.md)
- [Websockets vs REST API](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/API-Gateway/Websockets-vs-REST-API/page.md)
- [Amplify](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-CICD-Developer-Tools/Amplify/page.md)
- [Cloud9 Demo](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-CICD-Developer-Tools/Cloud9-Demo/page.md)
- [Cloud9](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-CICD-Developer-Tools/Cloud9/page.md)
- [Code Artifact](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-CICD-Developer-Tools/Code-Artifact/page.md)
- [Code Whisperer](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-CICD-Developer-Tools/Code-Whisperer/page.md)
- [CodeBuild Demo](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-CICD-Developer-Tools/CodeBuild-Demo/page.md)
- [CodeBuild](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-CICD-Developer-Tools/CodeBuild/page.md)
- [CodeCommit Demo part 1](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-CICD-Developer-Tools/CodeCommit-Demo-part-1/page.md)
- [CodeCommit Demo part 2](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-CICD-Developer-Tools/CodeCommit-Demo-part-2/page.md)
- [CodeCommit](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-CICD-Developer-Tools/CodeCommit/page.md)
- [CodeDeploy Demo](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-CICD-Developer-Tools/CodeDeploy-Demo/page.md)
- [CodeDeploy with codepipeline Demo](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-CICD-Developer-Tools/CodeDeploy-with-codepipeline-Demo/page.md)
- [CodeDeploy](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-CICD-Developer-Tools/CodeDeploy/page.md)
- [CodeGuru](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-CICD-Developer-Tools/CodeGuru/page.md)
- [CodePipeline Demo](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-CICD-Developer-Tools/CodePipeline-Demo/page.md)
- [CodePipeline](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-CICD-Developer-Tools/CodePipeline/page.md)
- [CodeStar](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-CICD-Developer-Tools/CodeStar/page.md)
- [Exam Tips](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-CICD-Developer-Tools/Exam-Tips/page.md)
- [Section Introduction](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-CICD-Developer-Tools/Section-Introduction/page.md)
- [AWS Account Setup](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-Fundamentals/AWS-Account-Setup/page.md)
- [AWS CDK Demo](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-Fundamentals/AWS-CDK-Demo/page.md)
- [AWS CDK](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-Fundamentals/AWS-CDK/page.md)
- [AWS CLI Demo](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-Fundamentals/AWS-CLI-Demo/page.md)
- [AWS CLI](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-Fundamentals/AWS-CLI/page.md)
- [AWS CloudFormation Demo](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-Fundamentals/AWS-CloudFormation-Demo/page.md)
- [AWS CloudFormation](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-Fundamentals/AWS-CloudFormation/page.md)
- [AWS CloudShell Demo](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-Fundamentals/AWS-CloudShell-Demo/page.md)
- [AWS CloudShell](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-Fundamentals/AWS-CloudShell/page.md)
- [AWS Global Infrastructure](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-Fundamentals/AWS-Global-Infrastructure/page.md)
- [AWS SDK Demo](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-Fundamentals/AWS-SDK-Demo/page.md)
- [AWS SDK](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-Fundamentals/AWS-SDK/page.md)
- [Accessing AWS](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-Fundamentals/Accessing-AWS/page.md)
- [Billing 2FA](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-Fundamentals/Billing-2FA/page.md)
- [Custom VPC Demo](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-Fundamentals/Custom-VPC-Demo/page.md)
- [Default VPC Demo](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-Fundamentals/Default-VPC-Demo/page.md)
- [EC2 Basics Demo](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-Fundamentals/EC2-Basics-Demo/page.md)
- [EC2 Basics](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-Fundamentals/EC2-Basics/page.md)
- [Exploring the AWS Console](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-Fundamentals/Exploring-the-AWS-Console/page.md)
- [Route53 Basics Demo](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-Fundamentals/Route53-Basics-Demo/page.md)
- [Route53 Basics](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-Fundamentals/Route53-Basics/page.md)
- [S3 Basics Demo](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-Fundamentals/S3-Basics-Demo/page.md)
- [S3 Basics](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-Fundamentals/S3-Basics/page.md)
- [Section Introduction](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-Fundamentals/Section-Introduction/page.md)
- [VPC Basics](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-Fundamentals/VPC-Basics/page.md)
- [What is AWS](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-Fundamentals/What-is-AWS/page.md)
- [CloudTrail Demo](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-Monitoring/CloudTrail-Demo/page.md)
- [CloudTrail](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-Monitoring/CloudTrail/page.md)
- [Cloudwatch Alarm](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-Monitoring/Cloudwatch-Alarm/page.md)
- [Cloudwatch Basics](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-Monitoring/Cloudwatch-Basics/page.md)
- [Exam Tips](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-Monitoring/Exam-Tips/page.md)
- [Section Introduction](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/AWS-Monitoring/Section-Introduction/page.md)
- [AWS SQS Overview](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/Application-Integrations/AWS-SQS-Overview/page.md)
- [AWS Step Functions Demo](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/Application-Integrations/AWS-Step-Functions-Demo/page.md)
- [AWS Step Functions](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/Application-Integrations/AWS-Step-Functions/page.md)
- [Amazon EventBridge Demo](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/Application-Integrations/Amazon-EventBridge-Demo/page.md)
- [Amazon EventBridge](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/Application-Integrations/Amazon-EventBridge/page.md)
- [Exam TIps](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/Application-Integrations/Exam-TIps/page.md)
- [SNS Demo](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/Application-Integrations/SNS-Demo/page.md)
- [SNS Overview](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/Application-Integrations/SNS-Overview/page.md)
- [SQS Basics Demo](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/Application-Integrations/SQS-Basics-Demo/page.md)
- [SQS Dead Letter Queue Demo](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/Application-Integrations/SQS-Dead-Letter-Queue-Demo/page.md)
- [SQS Dead Letter Queue](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/Application-Integrations/SQS-Dead-Letter-Queue/page.md)
- [SQS Settings demo](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/Application-Integrations/SQS-Settings-demo/page.md)
- [SQS Settings](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/Application-Integrations/SQS-Settings/page.md)
- [Section Introduction](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/Application-Integrations/Section-Introduction/page.md)
- [CDN CloudFront Basics](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/CDNs-CloudFront/CDN-CloudFront-Basics/page.md)
- [Cache Key Caching Policies Cache Behavior Demo](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/CDNs-CloudFront/Cache-Key-Caching-Policies-Cache-Behavior-Demo/page.md)
- [Cache Key Caching Policies Cache Behavior](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/CDNs-CloudFront/Cache-Key-Caching-Policies-Cache-Behavior/page.md)
- [CloudFront Basics Demo](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/CDNs-CloudFront/CloudFront-Basics-Demo/page.md)
- [Cloudfront Geographic Restriction](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/CDNs-CloudFront/Cloudfront-Geographic-Restriction/page.md)
- [Exam Tips](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/CDNs-CloudFront/Exam-Tips/page.md)
- [Signed URLs](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/CDNs-CloudFront/Signed-URLs/page.md)
- [Conclusion](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/Conclusion/Conclusion/page.md)
- [Containers Overview](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/Containers-on-AWS/Containers-Overview/page.md)
- [ECR Demo](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/Containers-on-AWS/ECR-Demo/page.md)
- [ECR](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/Containers-on-AWS/ECR/page.md)
- [ECS Demo Part 1](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/Containers-on-AWS/ECS-Demo-Part-1/page.md)
- [ECS Demo Part 2](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/Containers-on-AWS/ECS-Demo-Part-2/page.md)
- [ECS Overview](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/Containers-on-AWS/ECS-Overview/page.md)
- [EKS Overview](https://notes.kodekloud.com/docs/AWS-Certified-Developer-Associate/Containers-on-AWS/EKS-Overview/page.md)

_Note: this index was truncated to stay under 100,000 characters; 7297 pages, 1 OpenAPI spec, and 3 optional links omitted._