Data Brew by 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.
Podcasting since 2020 • 34 episodes
Data Brew by Databricks
Latest Episodes
Mixture of Memory Experts (MoME) | Data Brew | Episode 36
In this episode, Sharon Zhou, Co-Founder and CEO of Lamini AI, shares her expertise in the world of AI, focusing on fine-tuning models for improved performance and reliability.Highlights include:- The integration of determinism and ...
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Season 6
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41:24
Mixed Attention & LLM Context | Data Brew | Episode 35
In this episode, Shashank Rajput, Research Scientist at Mosaic and Databricks, explores innovative approaches in large language models (LLMs), with a focus on Retrieval Augmented Generation (RAG) and its impact on improving efficiency and reduc...
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Season 6
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39:11
Kumo AI & Relational Deep Learning | Data Brew | Episode 34
In this episode, Jure Leskovec, Co-founder of Kumo AI and Professor of Computer Science at Stanford University, discusses Relational Deep Learning (RDL) and its role in automating feature engineering. Highlights include:- How R...
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Season 6
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Episode 28
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43:27
LLMs: Internals, Hallucinations, and Applications | Data Brew | Episode 33
Our fifth season dives into large language models (LLMs), from understanding the internals to the risks of using them and everything in between. While we're at it, we'll be enjoying our morning brew.In this session, we interviewed Cheng...
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Season 5
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Episode 4
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38:50
Demonstrate–Search–Predict Framework | Data Brew | Episode 32
We will dive into LLMs for our fifth season, from understanding the internals to the risks of using them and everything in between. While we’re at it, we’ll be enjoying our morning brew.In this session, we interviewed Omar Khattab ...
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Season 5
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Episode 3
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33:14
