Master LLM Optimization: Boost AI Performance & Efficiency

Unlock advanced techniques for fine-tuning, scaling, and optimizing LLMs to enhance AI capabilities

Created by: Minerva Singh
Bestselling Instructor & Data Scientist(Cambridge Uni)

What Will I Learn?

• Learn to use Google Colab for unleashing the power of Python's text analysis and deep learning ecosystem
• Introduction to the basic concepts around LLMs and Generative AI
• Get acquainted with common Large Language Model (LLM) frameworks including LangChain
• Learning about using the Hugging Face hub for accessing different LLMs
• Introduction to the theory and implementation of LLM Optimization

Requirements

• Prior experience of using Jupyter notebooks
• Prior exposure to Natural Language Processing (NLP) concepts will be helpful but not compulsory
• An interest in using Large Language Models (LLMs) for your own documents

Target audience

• Students with prior exposure to NLP analysis
• Those interested in using LLM frameworks for learning more about your texts
• Students and practitioners of Artificial Intelligence (AI)