Mastering LLMs & RAG

Mastering LLM and RAG - 14-day course (must be completed within 90 days) This dynamic, hands-on course takes you from zero to hero in Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) in just two weeks! Designed for those eager to dive into the world of cutting-edge AI, each day is packed with practical lessons, engaging videos, and quizzes to lock in your knowledge. Day 0 gets you set up with Python, Jupyter Notebooks, and an introduction to the exciting journey ahead. Day 1 then unveils the power of LLMs like GPT and BERT, covering how these revolutionary models are transforming industries. From Days 2 to 4, you'll dive deeper—explore how LLMs learn, leverage pre-trained models, and discover the magic of RAG, which combines retrieval with generative AI for fact-based responses. Day 5 is all about vector embeddings and similarity metrics, giving you the skills to navigate complex data retrieval systems. The journey continues with Days 6 and 7, where you'll master document loading, chunking techniques, and create your own vector database for streamlined information retrieval. Day 8 introduces advanced RAG retrieval techniques, setting the stage for real-world applications. Next, Days 9 and 10 bring your knowledge to life as you build and enhance a Telegram bot powered by LLM and RAG—taking you from theory to practice in an interactive, user-friendly format. The final stretch, Days 11 to 13, explores future trends in AI and tackles the crucial topic of ethical, responsible AI deployment. Conclude this immersive experience with a celebratory send-off and a boost of inspiration for your AI journey ahead. By the end of the course, you’ll have gained the skills, tools, and insights needed to stay at the forefront of AI technology. Ready to join the future of AI? Let’s get started!