Claude Code and LLM Workflows
Learn the fundamentals of Large Language Models (LLMs) and Claude's specific code capabilities. Understand agent workflows, prompt engineering, and how to integrate Claude into your projects.
beginner level · 10h · 8 modules
- Understanding Large Language Models
- What are LLMs?
- How LLMs are Trained
- LLM Architecture Overview
- Experiment with a Simple LLM Chatbot
- Introduction to Claude Code
- What is Claude Code?
- Claude Code Use Cases
- Setting up Claude Code Environment
- Write Your First Code Snippet with Claude
- Prompt Engineering for Claude
- Fundamentals of Prompt Engineering
- Claude's Context Window and Prompts
- Advanced Prompting Techniques
- Refine Prompts for Code Generation
- LLM Agent Workflows and Integrations
- Introduction to Agentic AI
- Building Simple Agent Loops
- Integrating Claude with External Tools
- Create a Basic Multi-Step Agent
- Claude Skills and MCP Integrations
- Understanding Claude Skills
- MCP Integration Concepts
- Practical MCP Integration Example
- Implement a Simple Claude Skill
- Building a Code Assistant with Claude
- Designing a Code Assistant
- Implementing Code Review Features
- Adding Documentation Generation
- Develop Code Snippet Refactoring
- Build a Full-Stack Claude-Powered Web App
- AI-Powered Developer Tool