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Generative AI Development

Advanced 5 (1.2k reviews)

The cutting edge. Learn to build applications with LLMs, RAG, and Diffusers.

Generative AI Development
Best Seller

Course Roadmap

Step 1

Generative Capabilities

Text-to-Text, Text-to-Image, and Audio Generation

Step 2

Prompt Engineering

Zero-shot, Few-shot, and Chain-of-Thought Prompting

Step 3

LangChain Framework

Chains, Agents, Memory, and Document Loaders

Step 4

RAG Systems

Vector Databases (Pinecone/ChromaDB) and Embeddings

Step 5

Fine-Tuning LLMs

LoRA, QLoRA, and PEFT on Consumer GPUs

Step 6

Image Generation

Stable Diffusion Architecture and ControlNet

Step 7

AI Agents

Building Autonomous Workers with AutoGPT concepts

Step 8

Capstone

Create a Multi-Modal AI Assistant for Coding