Udemy - Generative AI Mastery 2025: Build LLM, RAG & Vision AI Apps
https://www.udemy.com/course/generative-ai-mastery-course-build-llm-rag-vision-ai-agents-apps
Language: English (US)
Master LangChain, Llama 3, BGE, Faiss & Milvus with 12+ hands-on projects in LLMs, RAG, Vision AI & Generative Models
- Step into the world of Generative AI and Large Language Models (LLMs) with this immersive, project-driven course designed to take you from beginner to professional-level mastery. You’ll learn to build production-grade AI applications using LangChain, Llama 3, BGE, Faiss, and Milvus — the same frameworks that power real-world enterprise and research-grade AI systems.
- The course begins with a deep dive into the core concepts of Transformers, GANs, and Embeddings, helping you understand how generative models process and generate human-like content. You’ll then explore Retrieval-Augmented Generation (RAG), vector databases, and multimodal AI to create powerful, context-aware, and intelligent solutions for text, image, and video understanding.
- Through 12+ guided projects, you’ll build AI chatbots, document retrieval systems, image generators, similarity search engines, and video retrieval applications using cutting-edge models like VILA 2.0 and T5. Every module focuses on hands-on learning, ensuring you can confidently apply each technique to real-world use cases.
- By the end of this course, you’ll master the full Generative AI pipeline — from data embedding, model chaining, fine-tuning, and optimization to scalable deployment across edge, cloud, or hybrid environments.
- Whether you’re an AI engineer, Python developer, data scientist, or tech innovator, this course equips you with the knowledge, confidence, and practical experience to design, build, and deploy next-generation LLM and Vision AI systems from scratch.
