LLMs Mastery: Complete Guide to Transformers & Generative AI

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Overview

"LLMs Mastery: Complete Guide to Transformers & Generative AI" is an advanced course designed to provide learners with a deep understanding of large language models (LLMs), including how they work and how to leverage them for a wide range of applications. This course is perfect for data scientists, AI enthusiasts, and professionals looking to master the cutting-edge technologies behind transformers and generative AI models like GPT.

Syllabus

1.1 Introduction: Course Overview + What You'll Learn
1.2 Getting Started: How to Make the Best Use of this Course
1.3 Overview of Natural Language Processing: Bring Transformers into Perspective
1.4 Transformers Introduction: Important Concepts and Use-cases
1.5 Popular Transformers Models: Choose the Best Model for the Job
1.6 Using Transformers: Building Blocks and Hidden Gems (Practical)
1.7 Mastering Real-World Scenarios with Transformers and LLMs (Practical)
2.1 Introduction to Large Language Models
2.2 Preparing for LLM Training (Practical)
2.3 Advanced LLM Training Techniques (Practical)