Intermediate
Introduction to Generative AI ( LLM )
LLM
Curriculum
- 2 Sections
- 22 Lessons
- 0m Duration
Genenative AI
10 Lessons
- Introduction to Generative AI and LLMs
- How LLMs Work – The Big Picture
- Introduction to the Art of Interacting with LLMs
- Exploring Pretrained Models: A Deep Dive into Open-Source LLMs
- Fine-Tuning and Instruct-Tuning Basics
- 📖 Evaluation of LLMs: How Do We Know if a Model is "Good"?
- 🛡️ Safety, Bias, and Ethical Concerns in LLMs
- 🛠️ Building Applications with LLMs: A Comprehensive Guide
- Fine-tuning or Adapting LLMs: A Complete Guide
- The Future of Generative AI: A Deep Dive
Advanced Generative AI
12 Lessons
- Using Hugging Face API for Generative AI
- Hosting Ollama on Your Local Machine Without Docker (Windows, Linux, macOS)
- Advanced topic: minimum hardware requirements for Ollama
- How to Use Ollama API
- Introduction to vLLM:
- Advanced topic:Comparison of vLLM and Ollama
- Retrieval-Augmented Generation (RAG)
- Building AI Agents: Concept and Implementation
- open-webui
- Getting Started with Cherry Studio
- Model Context Protocol overview
- provide a Model Context Protocol (MCP) server/service
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