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Understanding Open-Source Models

Fundamentals and resources for open-source models

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From Problem to Model Task

Converting business problems to model tasks

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Running Your First Model

See your first results in 30 minutes

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Fine-Tuning and Evaluation

Fine-tune models and evaluate performance

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Application Systems

Build real-world AI applications

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Generative AI

Explore open-source AIGC models

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Learn Agent frameworks and MCP tools

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Supplementary Fundamentals

LLM basics and evaluation

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Claude Academy

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Claude 101

Learn AI basics with Claude

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Claude Code 101

Code with Claude as your pair programmer

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Introduction to Claude Cowork

Collaborate with Claude on complex projects

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Claude Platform 101

Build apps with the Claude API

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AI Basics›Claude Platform 101›Lessons
⚙️ Claude Platform 101

Lessons

Every lesson builds on the last. No rush, no assumptions.

1
🌐

What is the Claude Platform?

Learn about the infrastructure for building with Claude programmatically

Intermediate⏱️ 6 min read
→
2
🚀

Your First API Call

Send your first request to Claude and get structured insights back

Beginner⏱️ 5 min read
→
3
🎯

Choosing the Right Model

Select the best Claude model for your use case based on quality, speed, and cost

Intermediate⏱️ 5 min read
→
4
🔄

The Agent Loop Explained

Understand how agents work with the observe-decide-act-repeat pattern

Intermediate⏱️ 7 min read
→
5
🔧

What is Tool Use?

Learn how to give Claude access to external data and actions through tools

Intermediate⏱️ 8 min read
→
6
🧠

What is Thinking?

Understand extended thinking and how Claude reasons through complex problems

Intermediate⏱️ 5 min read
→
7
🛠️

Built-in Tools

Use pre-built tools like web search, code execution, and web fetch

Intermediate⏱️ 6 min read
→
8
📚

Skills

Package your procedures and teach Claude how you want things done

Intermediate⏱️ 6 min read
→
9
🔗

MCP

Connect Claude to third-party services through the Model Context Protocol

Intermediate⏱️ 6 min read
→
10
📦

Context Management

Manage Claude's context window efficiently for long-running agents

Advanced⏱️ 6 min read
→
11
🤖

What Are Managed Agents?

Understand Claude's suite of APIs for building and deploying agents at scale

Advanced⏱️ 7 min read
→
12
🏗️

Building Your First Managed Agent

Create a managed agent with environments, sessions, and event streams

Advanced⏱️ 8 min read
→
13
💻

Building with Claude Code

Use Claude Code to write API integrations and accelerate development

Beginner⏱️ 5 min read
→
← Back to program Claude Platform 101