Embeddings Basics Finally Explained (Coding Included)
Автор: Leon Explains AI
Загружено: 2023-07-10
Просмотров: 163
You will learn about word embeddings, how to train them with word2vec CBOW or Skip-Gram. How to perform dimensionality reduction, to visualize them into 2D and 3D space, and how to work with cosine similarity.
0:00 Intro
0:25 Why Embeddings?
1:38 Simple Example on Paper
3:11 Training Methods
3:56 Start Coding Example
6:32 2D Visualization
7:52 3D Visualization
8:23 Semantic Similarity Fun
9:18 Cosine Similarty Math
10:35 Recap & Outro
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#artificialintelligence #machinelearning #ai #embedding
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