ML crash course - Embeddings

Machine learning crash course 중 Embedding 챕터.

developers.google.com/machine-learning/crash-course/embeddings

Introduction

Pitfalls of sparse data representations

Translating to a lower-dimensional space

Real-world embedding spaces

Obtaining embeddings

Dimensionality reduction techniques

Training an embedding as part of a neural network

Static vs. contextual embeddings

What’s next

• ML crash course - LLM