Introduction to Gen AI and LLMs
- Course Introduction
- Gen AI and LLMs Introduction Part 1
- Gen AI and LLMs Introduction Part 2
- Gen AI and LLMs Introduction Part 3
Introduction to Amazon Bedrock
- Amazon Bedrock Introduction Part 1
- Amazon Bedrock Introduction Part 2
- Basic Bedrock Architecture Part 1
- Basic Bedrock Architecture Part 2
- Supported Foundation Models
Getting Started With Amazon Bedrock
- Accessing the Bedrock Console Part 1
- Accessing the Bedrock Console Part 2
- Accessing Bedrock With Command Line Part 1
- Accessing Bedrock With Command Line Part 2
- Demo Accessing Bedrock With Command Line Part 3
- Inference Profiles
- Bedrock API Part 1
- Bedrock API Part 2
- Demo Bedrock API Part 3
Foundation Models in Amazon Bedrock
Basic Concepts of Prompt Engineering
Introduction to Text Generation With Amazon Bedrock
How Foundation Models Process Input
Extract Insights Using Prompt Engineering
Working With Different Task Types
- Exploring Text Summarization
- Implementing Question Answering
- Obtaining Sentiment Analysis
- Understanding Code Generation
Integrating Amazon Bedrock With Other AWS Services
- Integrating Bedrock With Amazon S3 Part 1
- Integrating Bedrock With Amazon S3 Part 2
- Integrating Bedrock With AWS Lambda
- Exposing Your Bedrock App Using API Gateway Part 1
- Exposing Your Bedrock App Using API Gateway Part 2
- Combining Bedrock With Amazon Lex
Build a Marketing Email Generation Application
Introduction to Retrieval Augmentation With Bedrock Knowledge Bases
- Extending a Model With Knowledge
- Embeddings and Vector Stores Part 1
- Embeddings and Vector Stores Part 2
- RAG End to End Workflow
- Bedrock Knowledge Bases Introduction Part 1
- Bedrock Knowledge Bases Introduction Part 2
- Bedrock Knowledge Bases Introduction Part 3
Best Practices and Optimization
- Managing Costs and Optimizing Performance Part 1
- Managing Costs and Optimizing Performance Part 2
- Managing Costs and Optimizing Performance Part 3
- Managing Costs and Optimizing Performance Part 4
- Handling Errors Troubleshooting and Edge Cases Part 1
- Handling Errors Troubleshooting and Edge Cases Part 2
- Handling Errors Troubleshooting and Edge Cases Part 3
Governance, Safety in Responsible AI
- Ethical AI Introduction Part 1
- Ethical AI Introduction Part 2
- Data Privacy and Protection Part 1
- Data Privacy and Protection Part 2
- Compliance Features Including Guardrails Part 1
- Compliance Features Including Guardrails Part 2
- Compliance Features Including Guardrails Part 3
Security
- Controlling Access to Bedrock Using IAM Part 1
- Controlling Access to Bedrock Using IAM Part 2
- Controlling Access to Bedrock Using IAM Part 3
- Ensuring Encryption in Transit Part 1
- Ensuring Encryption in Transit Part 2
- Integrating Bedrock With VPC
Monitoring and Logging
- Observability for Bedrock What You Need
- Using Amazon CloudWatch With Bedrock Part 1
- Using Amazon CloudWatch With Bedrock Part 2
- Using Amazon CloudWatch With Bedrock Part 3
- Using Amazon CloudWatch With Bedrock Part 4
- Using Amazon CloudWatch With Bedrock Part 5
- Using Amazon CloudWatch With Bedrock Part 6
- Understanding and Optimizing Cost Part 1
- Understanding and Optimizing Cost Part 2
Taking action with Bedrock Agents
- Bedrock Agents Introduction Part 1
- Bedrock Agents Introduction Part 2
- Bedrock Agents Introduction Part 3
- Managed Abstraction With Bedrock Agents Part 1
- Managed Abstraction With Bedrock Agents Part 2
- Managed Abstraction With Bedrock Agents Part 3
- Comparison With MCP
Advanced Topics (Optional)
- Fine Tuning Models Part 1
- Fine Tuning Models Part 2
- Fine Tuning Models Part 3
- Multimodal Capabilities Text and Images Part 1
- Multimodal Capabilities Text and Images Part 2
- Implementing Conversational AI Part 1
- Implementing Conversational AI Part 2
- Implementing Conversational AI Part 3
- Release Management With Shadow Release
- Bedrock AgentCore Introduction Part 1
- Bedrock AgentCore Introduction Part 2
- Bedrock AgentCore Introduction Part 3