LLMs Workshop: Practical Exercises of Large Language Models
LLMs Workshop: Practical Exercises of Large Language Models
Udemy Coupon Code for LLMs Workshop: Practical Exercises of Large Language Models Course. Practice Large Language Models with Amazing Exercises
Created by Omar Elgendy | 4 hours on-demand video course
LLMs Workshop Course Overview
LLMs Workshop: Practical Exercises of Large Language Models
Dive into the revolutionary world of Large Language Models (LLMs) with our comprehensive 4-hour workshop, designed to bridge the gap between theoretical knowledge and practical skills. Whether you’re a budding data scientist, an AI enthusiast, or a seasoned professional looking to expand your toolkit, this course is tailored to empower you with hands-on experience in leveraging LLMs for a variety of real-world applications.
What You’ll Learn
- Fundamentals and Advanced Techniques: Start with the basics of Large Language Models, including their architecture and capabilities, before progressing to advanced optimization methods such as Quantization and LoRA.
- Practical Exercises: Engage in structured exercises using Kaggle datasets in Colab, fine-tuning models for tasks like question answering and text summarization with QLoRA, and exploring cutting-edge concepts such as Retrieval Augmented Generation (RAG).
- Real-World Applications: Tackle engaging projects like building a semantic search engine to find movies and developing a chat interface with scholarly articles, applying your knowledge in tangible, impactful ways.
- Model Publication: As a bonus, learn how to share your fine-tuned models with the world through Huggingface, enhancing your visibility in the AI community.
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