Publishing Details
About This Podcast
Podcasting 2.0 Features
Explore Statistics
Recent Episodes
Reinforcement Fine-Tuning and the Future of Specialized AI Models
What if building a custom AI model for your business was as simple as giving feedback—no massive labeled datasets required? In this episode, we sit down with Travis Addair, CTO and Co-Founder of…
Benchmarking Domain Intelligence | Data Brew | Episode 45
In this episode, Pallavi Koppol, Research Scientist at Databricks, explores the importance of domain-specific intelligence in large language models (LLMs). She discusses how enterprises need models…
SWE-bench & SWE-agent | Data Brew | Episode 44
In this episode, Kilian Lieret, Research Software Engineer, and Carlos Jimenez, Computer Science PhD Candidate at Princeton University, discuss SWE-bench and SWE-agent, two groundbreaking tools for…
Enterprise AI: Research to Product | Data Brew | Episode 43
In this episode, Dipendra Kumar, Staff Research Scientist, and Alnur Ali, Staff Software Engineer at Databricks, discuss the challenges of applying AI in enterprise environments and the tools being…
Multimodal AI | Data Brew | Episode 42
In this episode, Chang She, CEO and Co-founder of LanceDB, discusses the challenges of handling multimodal data and how LanceDB provides a cutting-edge solution. He shares his journey from…
Age of Agents | Data Brew | Episode 41
In this episode, Michele Catasta, President of Replit, explores how AI-driven agents are transforming software development by making coding more accessible and automating application…
S6 Reward Models | Data Brew | Episode 40
In this episode, Brandon Cui, Research Scientist at MosaicML and Databricks, dives into cutting-edge advancements in AI model optimization, focusing on Reward Models and Reinforcement Learning from…
Retrieval, rerankers, and RAG tips and tricks | Data Brew | Episode 39
In this episode, Andrew Drozdov, Research Scientist at Databricks, explores how Retrieval Augmented Generation (RAG) enhances AI models by integrating retrieval capabilities for improved response…
The Power of Synthetic Data | Data Brew | Episode 38
In this episode, Yev Meyer, Chief Scientist at Gretel AI, explores how synthetic data transforms AI and ML by improving data access, quality, privacy, and model training.Highlights include:-…
Secret to Production AI: Tools & Infrastructure | Data Brew | Episode 37
In this episode, Julia Neagu, CEO & co-founder of Quotient AI, explores the challenges of deploying Generative AI and LLMs, focusing on model evaluation, human-in-the-loop systems, and iterative…
S6 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:-…
S6 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…
S6E28 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…
S5E4 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…
S5E3 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…
S5E2 Generative AI Risks | Data Brew | Episode 31
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…
S5E1 John Snow Labs & SparkNLP | Data Brew | Episode 30
We are back and we will dive into 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…
S4E6 Data Brew Season 4 Episode 6: Professional Athletes
For our fourth season, we focus on connected health and how data & AI augment and improve our daily health. While we’re at it, we’ll be enjoying our morning brew.Shayna Powless and Eli Ankou,…
S4E5 Data Brew Season 4 Episode 5: Public Health: Education, Access, and Policy
For our fourth season, we focus on connected health and how data & AI augment and improve our daily health. While we’re at it, we’ll be enjoying our morning brew.Matt Willis, Marin County Public…
S4E4 Data Brew Season 4 Episode 4: 1283 Days of Running (and Counting)
For our fourth season, we focus on connected health and how data & AI augment and improve our daily health. While we’re at it, we’ll be enjoying our morning brew.Running the length of the US…
Frequently Asked Questions
Data Brew by Databricks has published 44 episodes since October 2020, covering topics in Education, Leisure.
Data Brew by Databricks is currently dormant with new episodes every 2 weeks. Average episode length is 35m.
Similar Podcasts
Podcast Archives - AV Rant
Tom Andry
20 episodes
Ask Drone U
Drone U
300 episodes
Automotive Diagnostic Podcast
Sean Tipping
380 episodes
Ham Radio Crash Course Podcast
Josh Nass KI6NAZ
100 episodes
Linux in the Ham Shack
Black Sparrow Media
620 episodes
Waveform: The MKBHD Podcast
MKBHD
358 episodes