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Basic Theory
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Level 4: Master
Advanced techniques: prompting strategies, agents, RAG, tool use, and practical AI development.
10 Topics
Prompting Techniques
Advanced prompting strategies for getting the best results from AI models....
Tools & Libraries
Key frameworks and libraries for building AI-powered applications....
Agents
AI agents that can plan, reason, and take actions autonomously....
Tool Use
Extending AI capabilities through function calling and external tool integration...
RAG (Retrieval-Augmented Generation)
Grounding AI responses in your own data using retrieval techniques....
Applied Frameworks
Practical frameworks for building production AI applications....
Model Formats
Understanding different model distribution and execution formats....
AI Protocols
Communication protocols connecting AI models to tools and services....
Hardware Basics
Hardware requirements for running AI models locally....
API Providers
Cloud API providers for accessing AI models without local hardware....