Overview
Curriculum
In this module, you will explore the practical aspects of building enterprise-level LLM applications and Retrieval-Augmented Generation (RAG) systems. You’ll gain insights into advanced techniques for building RAG architecture and challenges in developing scalable, secure, and efficient solutions tailored to business needs.
What You'll Learn
- Analyze the components and architecture of basic and advanced RAG systems.
- Learn advanced retrieval techniques and optimization strategies in enterprise LLM applications.
- Evaluate the challenges in building RAG-based applications and devise solutions to overcome them.
- Learn about an enterprise RAG system incorporating security, user authentication, and multi-tenancy considerations.
Courses you might be interested in
In this module, we’ll build the foundational programming knowledge and theory needed to succeed in the bootcamp. By covering essential Python concepts and tools, we’ll set ourselves up for a...
-
11 Lessons
Free
In this module, we’ll focus on data exploration, visualization, and feature engineering—essential steps in preparing data for analysis. We’ll learn how to use techniques like summary statistics and visual tools...
-
9 Lessons
$100.00