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Claude Code Basics for Data Visualization

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Overview

Learn to use Claude Code and Python to turn ideas into clear plots. You’ll practice launching sessions, using core tools, and generating basic Matplotlib charts directly from prompts. Ideal if you’re new to AI coding assistants and want a fast, practical intro to AI-powered visualization.

Syllabus

Unit 1: Getting Started with Claude Code

Launching Claude Code
Start Fresh with Claude Code
Return to Your Previous Work
Exit and Continue a Conversation

Unit 2: Understanding Claude's Knowledge and Models

Ask Claude About Matplotlib Syntax
Switching to Haiku for Speed
Faster Model Switching with Arguments
Exploring Opus for Complex Questions

Unit 3: Exploring Agentic Tool Use with Claude

Granting Permission for Web Research
Granting Conversation Wide Tool Access
Creating Code Files with Claude
Modifying Code with Targeted Updates
Running and Verifying Your Visualization
Orchestrating Multiple Tools in One Workflow

Unit 4: Interpreting and Analyzing Images with Claude

Describe an Image Using Read Tool
Critique and Fix a Flawed Visualization

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