Large Language Models

Access the full recordings from the 5-day LLM Bootcamp to catch up on missed content or revisit critical discussions. These recordings allow you to review key concepts and techniques at...

In this hands-on course, learners will build functional LLM applications by choosing one of three projects: a Basic Chatbot for general queries, a Chatbot Agent for personalized responses using integrated...

This course covers the essential practices and tools for managing large language models (LLMs) in production environments. It focuses on how to responsibly and efficiently handle LLMs throughout their lifecycle,...

This course provides a comprehensive guide to building enterprise-level Large Language Model (LLM) applications, with a focus on Retrieval-Augmented Generation (RAG). You’ll learn the intricacies of designing scalable, efficient pipelines...

In this course, you will gain a deep understanding of how to assess the quality and effectiveness of large language models (LLMs). You will explore the importance of LLM evaluation, common...

This course provides a comprehensive guide to building advanced applications with large language models (LLMs) using the LangChain framework. You’ll dive into the key components of LangChain, such as models,...

This course provides an in-depth exploration of fine-tuning large language models (LLMs), covering both the theoretical aspects and practical approaches. Learners will understand the rationale behind fine-tuning, its limitations, and...

A Practical Introduction to Vector Databases provides a deep understanding of vector databases, essential for efficient storage and retrieval of vector-based data in modern large language models (LLMs). The course...