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Welcome to KodeKloud Notes - Your comprehensive resource for Kubernetes and Cloud-Native and Cloud technology learning materials.

**Work in Progress** Currently, we have documentation available for a select few courses. We are actively working on adding more courses from our curriculum to provide you with a complete learning experience.

Available Courses

This lesson covers the 12-Factor App methodology for building scalable and manageable cloud-native applications. A practical course teaching developers how to design, build, and deploy autonomous AI agents using frameworks, tools, and hands-on labs Hands-on overview of AI agents and related technologies including tokens, embeddings, RAG, vector databases, orchestration libraries, MCPs, and practical end-to-end project for building robust AI applications. A practical course teaching how to combine AI tools with Ansible to rapidly author, validate, and secure playbooks using VS Code, linters, ChatGPT, Copilot, Claude Code and Ansible Lightspeed. Introductory course preparing learners for Microsoft Azure AI Engineer Associate certification, teaching Azure AI services, hands-on labs, governance, and exam-focused guidance. This course introduces Microsoft Azure AI fundamentals, covering AI concepts, machine learning, Azure services, computer vision, NLP, and responsible AI practices. Learn to integrate AI into your coding workflow for smarter, faster, and more efficient software development solutions. This article introduces a comprehensive AWS Certified AI Practitioner course covering AI concepts, practical applications, and exam preparation. This article introduces a course for AWS Certified SysOps Administrator Associate certification, focusing on practical skills in operations, automation, security, networking, and cost optimization. This article introduces a course designed to advance skills in AWS development and prepare for the AWS Certified Developer Associate exam. This article introduces a course designed for beginners to learn AWS fundamentals and prepare for the AWS Certified Cloud Practitioner exam. A KodeKloud course teaching AWS CloudFormation infrastructure as code, covering templates, stacks, parameters, policies, drift detection, automation, and hands-on labs for practical DevOps skills. AWS CloudWatch is a monitoring and observability service for AWS resources and applications, enabling real-time metrics, logs, and event analysis. Learn to create and manage CI/CD pipelines on AWS CodePipeline with hands-on labs and best practices. This course teaches deploying, managing, and scaling Kubernetes clusters on AWS using Amazon EKS, suitable for all skill levels. This course provides hands-on experience and best practices for managing AWS Identity and Access Management (IAM) to secure cloud access and permissions. Practical beginners guide to AWS fundamentals with concise explanations, hands-on labs, and navigation of the AWS Management Console covering compute, storage, networking, databases and serverless This article introduces an AWS Lambda course covering serverless architecture, function configuration, and best practices for deployments. This course covers essential AWS networking concepts through hands-on labs and real-world scenarios. Course on AWS RDS covering concepts, engines, scaling, backups, security, performance and hands-on labs for deploying and managing relational databases on AWS Introductory course teaching practical AWS SageMaker workflows including data preparation, training, model registry, deployment and monitoring with notebooks and the SageMaker Python SDK This course prepares you for the AWS Solutions Architect Associate certification through hands-on labs, engaging lectures, and practical demonstrations. This course teaches essential skills for developing robust cloud applications on Microsoft Azure, covering various key topics and practical implementations. Learn to design robust Azure solutions by exploring essential components like compute, storage, networking, and disaster recovery for scalable and secure infrastructure. This hands-on course bridges theoretical knowledge and practical implementation of Azure DevOps for engineers, architects, and team leads. Course training to design, implement, and operate Azure networking solutions for enterprise cloud, covering hybrid connectivity, routing, security, monitoring, private access, and certification preparation This course provides a foundational understanding of Microsoft Azure and cloud computing for beginners, covering essential topics and offering interactive resources. Course training to design, implement, and operate Azure networking solutions for enterprise cloud, covering hybrid connectivity, routing, security, monitoring, private access, and certification preparation Learn advanced techniques and best practices to enhance your Bash scripting skills through interactive labs and hands-on exercises. This course simplifies advanced Golang concepts using engaging illustrations and interactive labs for practical experience. This lesson covers refactoring a Jenkinsfile for advanced pipeline demos, focusing on reusable helpers, simplified stages, and verification in Jenkins. This beginner-friendly course covers deploying and managing AWS EC2 instances, from basics to advanced topics, with practical skills and real-world scenarios. This article explores AWS Elastic Container Service, covering its components, deployment of applications, and integration with load balancers for scalability and availability. This course covers Amazon S3 fundamentals to advanced features, enabling you to design and manage S3-based solutions confidently. This course enhances Ansible skills through lectures, labs, and real-world projects, focusing on automation, playbooks, and best practices. Learn to deploy, manage, and secure containerized applications on Microsoft Azure using Azure Kubernetes Service (AKS) in this comprehensive course. This course helps developers master infrastructure management using TypeScript and CDK for Terraform, enhancing cloud automation skills through practical labs and real-world projects. This article introduces a comprehensive Kubernetes course designed to help learners achieve certification through hands-on labs and real-world exercises. Hands-on Cloud Code course teaching project scaffolding, automated audits, testing, autonomous agents, security remediation, and CI CD workflows to accelerate secure software delivery. Introduction to Cline course teaching AI-powered development workflows, workspace setup, Plan and Act modes, prompt engineering, API documentation, and hands-on labs for engineers Overview of cloud computing fundamentals covering service models, deployment options, scalability, storage, security, cost management, and hands-on labs with major providers. Introduces computer architecture fundamentals, explaining CPU, GPU, memory, storage, motherboard, and peripherals and how they cooperate to produce computing results Beginner AWS course introducing cloud fundamentals, core services like EC2, S3, IAM, hands-on labs, practical examples and step-by-step guidance to build basic deployment skills. Introduction to data engineering, covering pipeline stages, tools, architectures, hands-on exercises, and best practices for building, automating, and operating reliable data systems for analytics and applications Explains moving from flat files to relational databases using tables, primary and foreign keys, and ERDs to reduce redundancy and maintain data integrity. Introduction to Retrieval-Augmented Generation course teaching RAG concepts, architecture, ingestion, chunking, retrieval, embeddings, vector databases, and building production-ready pipelines. Overview of a hands-on course preparing learners for the Google Cloud Professional Data Engineer certification, covering GCP data services, ETL, orchestration, security, ML integration, and exam labs. A hands-on course preparing learners for the HashiCorp Terraform Associate 004 exam by teaching core Terraform concepts, workflows, providers, modules, and practical labs. Hands-on course teaching deployment, management, and observability of AI agents on Kubernetes with KAgent, KMCP/MCP, system prompts, and integrations like Slack and AWS Introductory course on mathematics for computing covering linear algebra, calculus, optimization, backpropagation, and probability with practical examples and hands-on applications. Hands-on course teaching Model Context Protocol to integrate LLMs with external tools and services, build MCP servers, use HTTP or stdio connections, and deploy in Python or Node.js Plan to migrate Jenkins CI/CD pipelines to GitHub Actions for a Node.js app, preserving Docker, Kubernetes, and AWS Lambda workflows while improving automation and Git-centric processes. Hands-on course guiding teams through migrating observability to Datadog using OpenTelemetry, covering planning, execution, dashboards, integrations, and post-migration validation. Overview of network types, scales, wired vs wireless, peer-to-peer and client-server models, latency, and security trade-offs Introductory course covering operating system fundamentals including boot process, CPU scheduling, memory management, drivers, file systems, security, and user interfaces Explains how GitOps and the Argo Project (Argo CD, Workflows, Rollouts, Events) solve Kubernetes operational problems like configuration drift, security risks, and unreliable recovery This course teaches how to set up and customize Backstage, an open-source developer portal, for improved productivity and collaboration. This course provides hands-on training for mastering Jenkins CI/CD from foundational concepts to advanced operational strategies. This article reviews key components of Kubernetes architecture, focusing on nodes, clusters, master nodes, and essential command-line tools for beginners and professionals. This article introduces a course for preparing for the Certified Kubernetes Security Specialist exam, focusing on Kubernetes security concepts and hands-on labs. This lesson introduces chaos engineering using AWS Fault Injection Simulator to design and analyze fault-injection experiments for system resilience. This article explores the advantages of CloudNative Buildpacks over traditional Dockerfiles in simplifying container image creation and addressing related challenges. This article introduces the CompTIA Security+ course, focusing on essential cybersecurity skills and hands-on labs for practical application. This article introduces the Cursor AI course, focusing on enhancing software development productivity through intelligent code suggestions and integrations. This course provides an understanding of Azures data storage options and prepares you for the DP-900 certification. This course introduces DNS fundamentals, practical applications, and hands-on labs for beginners to build and manage DNS servers effectively. This course prepares you for DevOps interviews by exploring technologies and answering common questions to boost your confidence and skills. This course provides foundational knowledge in DevOps and cloud computing, covering essential topics and practical labs for beginners. This course covers best practices for DevSecOps on Kubernetes, including environment setup, pipeline building, and advanced security techniques. This course prepares you for the Docker Certified Associate exam, covering fundamentals to advanced concepts with hands-on demos and quizzes. This article covers advanced Docker concepts, including architecture, container deployment, Docker Compose, and Docker Swarm in production environments. This tutorial introduces Docker through engaging lectures, practical demos, and interactive labs to help beginners master container technology. This article provides a comprehensive guide on Elasticsearch fundamentals, covering architecture, indexing, querying, and document management strategies. This course teaches essential non-technical competencies for DevOps engineers, enhancing communication, leadership, collaboration, and adaptability skills. Event streaming is the real-time processing and distribution of event data for reactive architectures, analytics, and collaboration across distributed services. This article introduces a course on WebAssembly, covering key concepts, hands-on labs, and real-world examples for proficiency in WASM. This course explores DevOps principles, focusing on software delivery, team collaboration, automation, and cultural dynamics in modern IT practices. This course introduces MLOps principles, practical labs, model deployment, compliance, and community engagement for aspiring MLOps professionals. Practical Site Reliability Engineering course teaching SLIs, SLOs, error budgets, observability, incident response, automation, release engineering, chaos experiments through labs and real-world exercises. This article introduces the GCP Digital Leader Certification course, covering Google Cloud Platform services and preparing for the certification exam. This article introduces a Google Cloud DevOps course focused on building and deploying a complete pipeline on Google Cloud Platform. This article introduces a Git for Beginners course, covering setup, configuration, and effective project management using Git. This course covers Google Kubernetes Engine, focusing on cluster architecture, deployment, scaling, security, and optimization for cloud-native applications. This lesson explores artificial intelligence, focusing on large language models, generative AI, and the evolution of computing paradigms leading to self-supervised learning. This course teaches automation and CI/CD using GitHub Actions, covering workflows, jobs, and advanced features for building and deploying applications. Master automation and CI/CD with GitHub Actions through a structured course covering core concepts, workflows, and hands-on labs. This course teaches AI-driven pair programming with GitHub Copilot, covering automation, integration, and best practices for developers. This article introduces a GitLab CI/CD course focused on mastering automation in development workflows through continuous integration and delivery practices. This course teaches GitOps fundamentals, ArgoCD implementation, and integration with third-party tools for effective CI/CD practices. Learn to implement GitOps with FluxCD for streamlined Kubernetes deployments and continuous delivery in cloud-native environments. This course introduces the fundamentals of Go, covering key topics and providing an engaging learning experience through practical examples and hands-on labs. Hands-on course teaching Google ADK to build, deploy, and operate LLM-powered cloud automation agents with tools, structured outputs, observability, and production best practices. This course covers Loki, a log aggregation tool, focusing on its architecture, installation, configuration, integration with Grafana, and deployment in Kubernetes. This hands-on course prepares you for the HashiCorp Certified Consul Associate exam and teaches implementation of Consul for service discovery and secure service mesh. This article introduces a HashiCorp Vault training series, covering installation, configuration, and preparation for the HashiCorp Certified Vault Associate exam. This course prepares you for the HashiCorp Certified Vault Operations Professional exam through theory, live demos, and hands-on practice. Learn to build custom machine images for cloud platforms using HashiCorp Packers workflow for immutable infrastructure in this comprehensive tutorial. A comprehensive course guiding Infrastructure as Code adoption at scale with Terraform Cloud by HashiCorp, focusing on collaboration, automation, and execution environment. This course explores how Helm simplifies deploying and managing applications on Kubernetes, covering installation, architecture, and advanced features like charts and functions. This lesson covers K8sGPT and how AI enhances Kubernetes operations, including cluster management, troubleshooting, and evolving DevOps roles. This course teaches how to use OpenAI's platform for artificial intelligence applications through hands-on learning and practical projects. This article explains Sealed Secrets, an open-source tool for securely managing sensitive data in Kubernetes and Terraform environments. This course provides a comprehensive understanding of Istio, covering basics to advanced topics like security, observability, and Kubernetes fundamentals. This lesson explores YAML syntax and usage, focusing on its structure and importance for managing Ansible playbooks. This comprehensive Jenkins course covers deploying instances, setting up CI/CD pipelines, and managing security through hands-on labs and real-world projects. This course provides a strong foundation in Jenkins to automate software development workflows efficiently through hands-on labs and practical experience. This guide explores the comprehensive DevOps pipeline designed for the XYZ Team, integrating CI, CD, delivery, and post-build processes for robust software development. This project-based course offers hands-on experience with Jenkins and key DevOps tools through practical labs in a browser-based environment. This lesson covers Jinja2, a Python templating engine for creating dynamic content by injecting variables and using control structures. Learn to automate resource scaling in Kubernetes for resilient, responsive, and cost-efficient applications under varying traffic patterns. This article introduces a hands-on Kubernetes Networking course featuring browser-based labs and covers essential networking concepts and tools. This course teaches application developers how to troubleshoot Kubernetes issues through real-world scenarios and hands-on labs. This article introduces a Kubernetes and Cloud Native Associate Certification Prep Course, covering essential concepts and exam preparation strategies. This course teaches Kubernetes fundamentals and security practices through hands-on labs and real-world scenarios for developers and security professionals. This course teaches deploying and customizing Kubernetes resources using Kustomize, covering core features, CI/CD integration, and a capstone project. Learn to build AI applications using LangChain’s framework for integrating large language models with databases, APIs, and the web. This course teaches Ansible through engaging lectures, hands-on labs, and real-world scenarios for absolute beginners without prior coding experience. This article introduces a Linux Basics course focusing on essential skills for DevOps and cloud professionals. Lens is a free, open-source desktop application that simplifies Kubernetes cluster management, deployment, monitoring, and troubleshooting in one unified interface. This hands-on course teaches deploying and managing Kubernetes workloads using Linode Kubernetes Engine. Hands-on course teaching Cilium networking, security, observability, installation, multi-cluster and exam prep for Kubernetes operators using eBPF Introductory course on FinOps teaching cloud cost management, optimization, tools, and practices through lessons, hands-on games, and community resources. Practical hands-on GitOps course teaching principles and patterns, Argo CD and tooling, secrets management, CI integration, observability, release strategies, labs, and certification preparation. A hands-on course preparing learners for the Istio Certified Associate exam covering Istio architecture, installation, traffic management, security, resilience, troubleshooting, and lab-based exam practice. This course teaches essential principles and practical tasks of Linux system administration for effective management, troubleshooting, and security of Linux systems. Comprehensive LPIC-1 101 exam prep covering system architecture, Linux installation, GNU/Unix commands, and filesystem management. Includes practice quizzes and mock exams. This course teaches essential Linux skills through hands-on labs and interactive articles for beginners in system administration. This hands-on course teaches integration of OpenAI's Generative AI models into real-world applications. This course prepares you for the AZ-500 certification exam by exploring key aspects of Azure security technologies. This article provides a comprehensive tutorial on Nginx, covering installation, configuration, security, and performance optimization. This course covers the fundamentals, best practices, and applications of open source software for beginners and experienced contributors. This article provides a comprehensive guide on OpenShift, covering essential topics through hands-on demonstrations and theoretical explanations for users of all experience levels. This article introduces KodeKloud’s OpenTofu course for beginners to learn infrastructure as code and manage cloud resources effectively. This course prepares you for the Certified Associate in Python Programming certification with key Python topics and hands-on labs for practice. This course provides an introduction to using Postman for API testing, covering basics to advanced techniques for efficient workflows. This course prepares you for the Prometheus Certified Associate Exam, covering fundamentals to advanced topics with hands-on labs and a final mock exam. This course introduces Pulumi, an Infrastructure as Code tool for managing cloud and on-premises infrastructure programmatically. This course teaches PyTorch for developing AI applications, focusing on breast cancer diagnosis and covering data handling, model training, and deployment techniques. This lesson guides you in building high-performance APIs with FastAPI, covering database interaction, authentication, testing, deployment, and CI/CD pipelines. This article introduces a comprehensive Python programming course covering essential concepts for writing efficient and clean code. This course prepares IT professionals for the RHCSA certification through hands-on learning, videos, labs, and mock exams focused on Red Hat Enterprise Linux. Learn how Ollama enables running large language models locally, ensuring privacy, low latency, and offline capability while building AI-powered chatbots. This article introduces a comprehensive Rust programming course covering basics to advanced concepts, including hands-on labs and community engagement for learners. This course introduces beginners to shell scripting, covering automation, scripting basics, and best practices for enhancing efficiency in IT tasks. This lesson explores Spacelift, a CI/CD pipeline tool designed for Infrastructure as Code, addressing challenges in continuous integration and delivery processes. This article introduces Telepresence for Kubernetes, detailing its benefits, setup, and usage for local development and debugging. This guide covers fundamental concepts and skills for the HashiCorp Certified Terraform Associate exam. This article introduces a comprehensive course on Terraform and Infrastructure as Code, covering installation, HCL basics, core concepts, and advanced functionalities. This course teaches managing infrastructure as code with Terragrunt, focusing on best practices for a DRY and scalable Terraform workflow. A practical course on vector databases for GenAI covering embeddings, similarity metrics, ANN indexing, scalable architectures, retrieval augmented generation, and hands-on labs. Introductory course explaining virtualization, hypervisors, virtual machines, containers, their differences, practical commands, and container orchestration for deploying and scaling cloud-native applications. This course covers core concepts and functionalities essential for mastering Microsoft Azure Administration, including managing identities, resources, and security in the cloud. This article guides beginners through Kubernetes, covering fundamentals, interactive labs, and troubleshooting to simplify complex topics and enhance learning. Hands-on course teaching n8n automation, AI agents, RAG, multimodal workflows, production patterns and deployment

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