Chapter 2 - What Is AI? | 2. What is AI? | Introduction To AI | Products | YourAIGuideBook

Chapter 2 - What Is AI?

Chapter 2 - What Is AI?

Chapter 2 - What Is AI.pdf (1.61 MB)

We go through the basic definitions of AI, how to test for it, and start to discuss the recent impact it has had.

Introduction To AI

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1: Introduction

Chapter 1 - Course Introduction

1 - Course Introduction

2. What is AI?

Chapter 2 - What Is AI?

2 - Part 1 : What is AI?

2 - Part 2 : How To Test For AI

2 - Part 3 : Ok, So What is AI?

3. Why Now?

Chapter 3 - Why Now?

3 - Part 1 : Why Now? - Introduction

3 - Part 2 : Advances In AI

3 - Part 3 : Further Reasons

4. AI for playing Games

Chapter 4 - AI for Playing Games

4 - Part 1 : AI for Games - Introduction

4 - Part 2 : Introducing Game Trees

4 - Part 3 : Playing an Opponent

4 - Part 4 : Getting smarter with search

4 - Part 5 : Self-Play and MonteCarlo Search

5. Natural Language Processing

Chapter 5 - Natural Language Processing (NLP)

5 - Part 1 : NLP - Introduction

5 - Part 2 : Representing Words and your first Machine Learning algorithm

5 - Part 3 : What are Embeddings?

5 - Part 4 : Generating Text

6. Neural Networks

Chapter 6 - Neural Networks

6 - Part 1 : Introduction and Perceptrons

6 - Part 2 : Training a Perceptron

6 - Part 3 : Linking Neurons - Building Larger Networks

6 - Part 4: Long Short-Term Memory Networks

7. Reinforcement Learning

Chapter 7 - Reinforcement Learning

7 - Part 1 : Reinforcement Learning - Introduction

7 - Part 2 : Q-Learning - Escaping Mazes!

7 - Part 3 : Beyond Mazes

8. Large Language Models and ChatGPT

Chapter 8 - Large Language Models and ChatGPT

8 - Part 1 : Introduction and Transformer Model Encoders

8 - Part 2 : Decoders and Large Language Models

9. Getting more out of Large Language Models and AI applications

Chapter 9 - Getting more out of LLMs: Grounding, Tools, Agents, and Prompting strategies

9 - Part 1 : Getting more out of LLMs

9 - Part 2 : Demystifying LLM tooling, RAG, MCP, and Agents

10. Computer Vision and Image Generation

Chapter 10 - Computer Vision and Image Generation

10 - Part 1 : How AI understands images

10 - Part 2 : Learning Image Features

10 - Part 3 : How to generate images and videos

11. A World with AI - AI in Society and Business

Chapter 11 - A world with AI: AI in Society and Business

11 - Part 1 : A world with AI - Introduction

11- Part 2 : AI in business in context

11 - Part 3 : Role Evolution and Business Adoption

12. AI Risks and Regulation

Chapter 12 - Risks and Regulation.pdf

12 - Part 1 : Framing the risks

12- Part 2 : Red Teaming, Regulation and the AI opportunity

13. Course Summary

Course Summary

Course Summary