
Snacks Weekly on Data Science
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About
This podcast is about making data science and machine learning knowledge accessible and less intimidating. Every week, I will handpick one selected industrial tech blog to break it down. We will discuss some key data science concepts and machine learning algorithms, and how they are applied in those real-world applications. Subscribe to the channel and enjoy Snacks Weekly on Data Science!
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Recent episodes
- Scale Human Labeling with LLMs for Better Search Relevance [Dropbox]
- Unifying Ads Engagement Modeling Across Surfaces [Pinterest]
- Predicting Rider Conversion with Sparse Data Using Bayesian Trees [Lyft]
- Budget Allocation at Scale [Atlassian]
- Semantic Search for LinkedIn’s Hiring Assistant [LinkedIn]
- Measuring AI Infrastructure Impact with Causal Inference [Meta]
- Building Taxonomies from Unstructured Text Using LLMs [Microsoft]
- Building Semantic IDs for Product Understanding at Scale [Instacart]
- Agent-driven ML Exploration [Faire]
- Building food metadata with LLM juries [DoorDash]