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How Spotify Built Podcast Search
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Classroom Contents
Spotify's Podcast Search Explained
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- 1 Intro
- 2 NLP in Semantic Search
- 3 Why Now?
- 4 Transformer Models
- 5 Sentence Transformers
- 6 Vector Search
- 7 How Spotify Built Podcast Search
- 8 Data Source, Fine-tuning, and Eval
- 9 Code Implementation, Dataset
- 10 Data Preparation
- 11 Query Generation
- 12 Fine-tuning a Podcast Model
- 13 Evaluation
- 14 Does it Scale?
- 15 Sharing Your Work
