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Data Brew by Databricks

Databricks

Welcome to Data Brew by Databricks with Denny and Brooke! In this series, we explore various topics in the data and AI community and interview subject matter experts in data engineering/data science. So join us with your morning brew in hand and get ready to dive deep into data + AI! For this first season, we will be focusing on lakehouses – combining the key features of data warehouses, such as ACID transactions, with the scalability of data lakes, directly against low-cost object stores.

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Episodes

Ordered by publication date.

Aug 5, 2025

Reinforcement Fine-Tuning and the Future of Specialized AI Models

Apr 24, 2025

Benchmarking Domain Intelligence | Data Brew | Episode 45

Apr 17, 2025

SWE-bench & SWE-agent | Data Brew | Episode 44

Apr 10, 2025

Enterprise AI: Research to Product | Data Brew | Episode 43

Apr 7, 2025

Multimodal AI | Data Brew | Episode 42

Mar 27, 2025

Age of Agents | Data Brew | Episode 41

Mar 20, 2025

Reward Models | Data Brew | Episode 40

Feb 20, 2025

Retrieval, rerankers, and RAG tips and tricks | Data Brew | Episode 39

Feb 4, 2025

The Power of Synthetic Data | Data Brew | Episode 38

Jan 22, 2025

Secret to Production AI: Tools & Infrastructure | Data Brew | Episode 37

Jan 10, 2025

Mixture of Memory Experts (MoME) | Data Brew | Episode 36

Nov 21, 2024

Mixed Attention & LLM Context | Data Brew | Episode 35

Nov 21, 2024

Mixed Attention | Data Brew | Episode 35

Oct 14, 2024

Kumo AI & Relational Deep Learning | Data Brew | Episode 34

Jul 21, 2023

LLMs: Internals, Hallucinations, and Applications | Data Brew | Episode 33

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