Udemy – AI & LLM Engineering Mastery: GenAI, RAG Complete Guide 2025-2

Apr 18, 2025 - 19:00

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The AI & LLM Engineering Mastery: GenAI RAG Complete Guide course helps you become an AI engineer and master Large Language Models (LLM), Generative AI (GenAI), Retrieval Augmentative Generation (RAG), AI Agents, and Vector Databases. This course is comprehensive and practical. Whether you are a beginner or an experienced developer, this course will take you from zero to champion in building real-world AI applications. The course combines deep theoretical insights with practical projects, ensuring you understand AI model architectures, development and optimization strategies, and practical applications.

This course will help you gain a deep understanding of neural networks, activation functions, transformers, and the evolution of AI. You will learn how modern AI models are trained, optimized, and deployed in real-world applications. You will dive deep into OpenAI models and open-source AI frameworks. You will build and deploy custom LLM-based applications from scratch. You will learn how AI retrieves knowledge using vector embeddings, FAISS, and ChromaDB.

What you will learn:

Master the architecture and workflow of a RAG system for processing PDF files and multimodal data.
Master the principles of artificial intelligence, machine learning, and deep learning (basics).
Mastery of LangChain tools, frameworks and workflows, including embedding and retrieval techniques.
Fine-tune models with OpenAI, LoRA, and other techniques to customize AI responses.
Develop AI-based applications with advanced RAG techniques, multi-faceted search, and AI agents for real-world use cases.

This course is suitable for people who:

Developers looking to implement AI-based document search and retrieval.
Tech entrepreneurs and product managers who want to build AI-powered applications.
Students and researchers exploring practical applications of LLMs and AI-based automation.
Aspiring AI engineers and data scientists looking to master LLMs, AI retrieval and search systems.
Software developers and engineers who want to integrate artificial intelligence into their applications.
Machine learning enthusiasts looking for a deep dive into AI, GenAI, and AI-powered search.
Students and beginners of AI who need a structured, step-by-step path from beginner to expert.

AI & LLM Engineering Mastery Course Details: GenAI RAG Complete Guide

Publisher: Udemy
Lecturer: Paulo Dichone Software Engineer, AWS Cloud Practitioner & Instructor
Training level: Beginner to advanced
Training duration: 28 hours and 10 minutes
Number of lessons: 306

Course syllabus

AI & LLM Engineering Mastery Course Prerequisites: GenAI RAG Complete Guide

Basics of Programming – Python Fundamentals INCLUDED

Course images

Sample course video

Installation Guide

After Extract, view with your favorite player.

Subtitles: English

Quality: 720p

Version 2025/2 has increased the number of lessons by 1 and reduced the duration by 1 minute compared to 2025/1. Subtitles have also been added.

Udemy – AI & LLM Engineering Mastery: GenAI, RAG Complete Guide 2025-2