ZeroToMastery – AI Engineering Bootcamp: Retrieval Augmented Generation (RAG) for LLMs 2025-2

Apr 18, 2025 - 19:16

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AI Engineering Bootcamp: Retrieval Augmented Generation (RAG) for LLMs. Advance in the age of AI with this hands-on course. This course teaches you how to build better AI applications using one of the most important AI techniques used in the real world to supplement the knowledge of AI models with proprietary or new information: Retrieval Augmented Generation (RAG). Who is an AI engineer? In short, an AI engineer works on the entire lifecycle of an AI application – that is, an application that uses AI at its core. An AI engineer takes AI models, including Large Language Models, and customizes them to suit your needs.

What you will learn:

Combining Generative AI Models with Retrieval Augmented Generation to Build Smarter AI Systems
Using OpenAI APIs for text generation and unstructured data processing
Mastering FAISS for efficient similarity searches in massive datasets
Applying prompt engineering techniques for optimal AI responses
Building real AI projects like chatbots and financial analysis tools
Exploring advanced RAG concepts such as multimodal and agentic RAG

Who is this course suitable for?

AI developers who want to build smarter and more efficient AI applications.
Artificial intelligence engineers who want to learn about the RAG technique and implement it in their projects.
Anyone interested in learning advanced AI techniques and building practical AI applications.