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Understanding AI Tools
Demystify AI and machine learning tools that are transforming software development. You'll learn how to effectively leverage AI assistants, APIs, and models in your work.
6 lessons
1
What Is a Language Model?
Understand what large language models actually are and how they generate responses.
Advanced
2
Tokens and Context Windows Deep Dive
Master how LLMs process text through tokens and work within context window limits.
Advanced
3
Model Parameters and Configuration
Learn how temperature, top-p, and other parameters control AI response generation.
Advanced
4
Local vs Cloud Models
Compare running AI models locally versus using cloud APIs, and know when each makes sense.
Advanced
5
What Is RAG?
Learn how Retrieval-Augmented Generation lets AI access your documents and current information.
Advanced
6
Fine-Tuning and Customization
Understand when fine-tuning makes sense and why simpler approaches usually work better.
Advanced