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,...
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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...
Episodes
20 of 44 episodes
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...
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, disc...
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 a...
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 c...
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...
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,...
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 i...
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...
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 mode...
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 i...
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...
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 Le...
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 betw...
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...
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...
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...
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 enjo...
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 enjo...
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 enjo...