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Claude with Amazon Bedrock

Claude with Amazon Bedrock

Quiz on Model Context Protocol

Quiz 76 min

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Previous lessonMCP review Next lessonClaude Code in action

Course introduction

Overview of Claude Models

Working with the API

Accessing the API
Making a request
Multi-Turn conversations
System prompts
Temperature
Streaming
Controlling model output
Structured data
Quiz on working with the APIQuiz

Prompt evaluations

Prompt evaluation
A typical eval workflow
Generating test datasets
Running the eval
Model based grading
Code based grading
Quiz on prompt evaluationsQuiz

Prompt engineering

Prompt engineering
Being clear and direct
Being specific
Structure with XML tags
Providing examples
Quiz on prompt engineeringQuiz

Tool use

Introducing tool use
Tool functions
JSON Schema for tools
Handling tool use responses
Running tool functions
Sending tool results
Multi-Turn conversations with tools
Adding multiple tools
Batch tool use
Structured data with tools
Flexible tool extraction
The text editor tool
Quiz on tool useQuiz

Retrieval Augmented Generation

Introducing Retrieval Augmented Generation
Text chunking strategies
Text embeddings
The full RAG flow
Implementing the RAG flow
BM25 lexical search
A multi-search RAG pipeline
Reranking results
Contextual retrieval
Quiz on Retrieval Augmented GenerationQuiz

Features of Claude

Extended thinking
Image support
PDF support
Citations
Prompt caching
Rules of prompt caching
Quiz on features of ClaudeQuiz

Model Context Protocol

Introducing MCP
MCP clients
Project setup
Defining tools with MCP
The server inspector
Implementing a client
Defining resources
Accessing resources
Defining prompts
Prompts in the client
MCP review
Quiz on Model Context ProtocolQuiz

Agents

Claude Code in action
Enhancements with MCP servers
Parallelizing Claude Code
Automated debugging
Computer Use
How Computer Use works
Qualities of agents

Final assessment

Final assessment quizQuiz

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