Claude Code Training

A practical guide for Data Scientists and ML Engineers.

Part 1

Claude Code: Zero to Proficient

Prompt Mode and Prefixes

Claude Code's three operating modes and the four input prefixes — what they do, when to use them, and how to combine them.

02 20 min

What is CLAUDE.md?

CLAUDE.md is the configuration file Claude Code reads automatically every session — permanent project context without re-explaining your setup each time.

03 25 min

Tokens, Context and Pricing

Understand what tokens are, how the context window works, and how to keep your Claude Code usage costs under control.

04 20 min

Basic Commands

Learn the essential Claude Code CLI commands — interactive and non-interactive modes, shortcuts, and key options.

05 20 min

Custom Commands

Create and activate your own slash commands to automate repetitive workflows with Claude Code.

06 15 min

Skills and Meta-Skills

Reusable prompt templates that Claude can invoke automatically — how to create, activate, and write descriptions for automatic invocation.

07 15 min

Agents

Understand what agents are in Claude Code, how they differ from skills, and how to create and use them effectively.

08 15 min

Configuration Sharing

Learn how to share skills, agents, commands, and MCP servers as plugins within your team and the wider community.

09 30 min

MCP Integrations

Extend Claude Code with the Model Context Protocol — connect your databases, APIs, and internal tools.

10 25 min

Token Reduction Strategies

Advanced strategies to reduce token consumption: @ commands, context management, and RTK techniques.

Part 2

Spec-Driven Development

11 20 min