Course Curriculum

    1. Introduction

    2. Learning Objectives

    1. How Do Machines Learn?

    2. How Are Semantic Relationships Captured?

    3. Quiz: Human vs. Machine Understanding

    1. Tokenization

    2. Activity – Decode Your Words

    3. Embeddings

    4. Tokens Vs. Embeddings

    5. Vector Databases

    6. What Are Large Language Models?

    7. Prompt Engineering

    8. Quiz: From Tokens to Meaning

    1. Customizing LLMs

    2. Training Models from Scratch

    3. In-Context Learning

    4. Fine-Tuning Models

    5. Retrieval-Augmented Generation

    6. Quiz: Customizing Large Language Models

    1. Expectations vs. Reality of AI Adoption

    2. Types of Challenges

    3. Human Behavior Challenges

    4. Business Challenges

    5. Prompting Challenges

    6. Quiz: AI Governance and Security

    1. Graded Quiz

About this course

  • Free
  • 29 lessons
  • 1.5 hours of video content