# ML crash course - Embeddings

> Machine learning crash course 중 Embedding 챕터.

[Machine learning crash course](https://wiki.g15e.com/pages/Machine%20learning%20crash%20course.txt) 중 [Embedding](https://wiki.g15e.com/pages/Embedding%20(machine%20learning.txt)) 챕터.

https://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](https://wiki.g15e.com/pages/ML%20crash%20course%20-%20LLM.txt)