Hands-On AI: Build a Generative Language Model from Scratch

Learn how to build your own artificial intelligence applications from scratch.

Introduction

• Build your own AI from scratch
• What you should know

1. Generative Language Models

• What is a language model?
• Markov chains and Python
• Building your model
• Solution: Markov chains
• Extra credit: Song lyrics

2. Sentiment Analysis

• What is sentiment analysis?
• Building a naive Bayes classifier
• Solution: Comment filter

3. Semantic Similarity

• What are embeddings?
• Measuring distance
• Solution: Semantic similarity

Conclusion

• Next steps