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PODCAST

The Data Exchange with Ben Lorica

A series of informal conversations with thought leaders, researchers, practitioners, and writers on a wide range of topics in technology, science, and of course big data, data science, artificial intelligence, and related applications. Anchored by Ben Lorica (@BigData), the Data Exchange also features a roundup of the most important stories from the worlds of data, machine learning and AI. Detailed show notes for each episode can be found on https://thedataexchange.media/ The Data Exchange podcast

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All Episodes

50:50

Postgres: The Swiss Army Knife of Databases

The Data Exchange with Ben Lorica ·

2024/07/03

Ajay Kulkarni and Mike Freedman are the co-founders of Timescale, a startup that provides an enhanced version of PostgreSQL optimized for time-series analytics, AI applications, and scalable relational workloads. Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.com/Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS.Detailed show notes can be found on The Data Exchange web site.

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43:58

Supercharging AI with Graphs

The Data Exchange with Ben Lorica ·

2024/06/27

Philip Rathle, CTO of Neo4j, joins the podcast to discuss the rising popularity of graph-enhanced retrieval augmented generation (GraphRAG). He also discusses the potential impact of the new GQL graph query language standard. [Link to the demo that Philip showed.]Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.com/Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS.Detailed show notes can be found on The ...

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36:59

Monthly Roundup: SB 1047, GraphRAG, and AI Avatars in...

The Data Exchange with Ben Lorica ·

2024/06/20

Paco Nathan is the founder of Derwen, a boutique consultancy focused on Data and AI. This episode is part of our series of monthly roundups and covers: the proposed California Senate Bill 1047 for regulating AI models, including its feasibility and potential unintended consequences. We also discuss the rising popularity of graph retrieval augmented generation (GraphRAG) techniques to mitigate hallucinations in large language models, while acknowledging the current limitations and future poten...

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35:32

Fine-tuning and Preference Alignment in a Single...

The Data Exchange with Ben Lorica ·

2024/06/13

Jiwoo Hong and Noah Lee of KAIST AI are co-authors of ORPO: Monolithic Preference Optimization without Reference Model. Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.com/Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS.Detailed show notes can be found on The Data Exchange web site.

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25:23

TinyML, Sensor-Driven AI, and Advances in Large...

The Data Exchange with Ben Lorica ·

2024/06/06

In this episode, Pete Warden introduces his company, Useful Sensors, which focuses on developing AI solutions for consumer electronics and appliances. [This episode originally aired on Generative AI in the Real World, a podcast series I’m hosting for O’Reilly.]Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.com/Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS.Detailed show notes can be found on The Dat...

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49:36

Machine Unlearning: Techniques, Challenges, and...

The Data Exchange with Ben Lorica ·

2024/05/30

Ken Liu, Ph.D. student in Computer Science at Stanford, is the author of Machine Unlearning in 2024. We explore the concept of machine unlearning, a process of removing specific data points from trained AI models.Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.com/Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS.Detailed show notes can be found on The Data Exchange web site.

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38:47

Unleashing the Power of AI Agents

The Data Exchange with Ben Lorica ·

2024/05/23

Joao (Joe) Moura is the founder of crewAI, an open-source platform that simplifies the development and deployment of AI agents, allowing users to build autonomous systems for various tasks using multiple large language models.Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.com/Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS.Detailed show notes can be found on The Data Exchange web site.

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41:58

Monthly Roundup: Llama 3, Agents, Evaluation Metrics,...

The Data Exchange with Ben Lorica ·

2024/05/16

Paco Nathan is the founder of Derwen, a boutique consultancy focused on Data and AI. This episode is part of our series of monthly roundups and covers: Llama 3 and other recent LLMs, the rise of open foundation models, the evolution of AI agents, and the importance of data engineering. We also explore the limitations of leaderboards in evaluating AI models and touch upon the ethical and societal implications of AI development.Subscribe to the Gradient Flow Newsletter: https://gradientfl...

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43:22

LLMs for Data Access: Unlocking Insights with...

The Data Exchange with Ben Lorica ·

2024/05/09

Gunther Hagleither is co-founder of Waii, a startup that provides an API enabling businesses to seamlessly integrate text-to-SQL functionality into their products. Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.com/Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS.Detailed show notes can be found on The Data Exchange web site.

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53:50

2024 Artificial Intelligence Index

The Data Exchange with Ben Lorica ·

2024/05/02

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45:45

DBRX and the Future of Open LLMs

The Data Exchange with Ben Lorica ·

2024/04/25

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37:01

Monthly Roundup: New LLMs, GTC 2024,...

The Data Exchange with Ben Lorica ·

2024/04/18

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36:27

Automating Software Upgrades: How to Combine AI and...

The Data Exchange with Ben Lorica ·

2024/04/11

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44:04

Generative AI in the Industrial Sphere

The Data Exchange with Ben Lorica ·

2024/04/04

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57:45

The Intersection of LLMs, Knowledge Graphs, and Query...

The Data Exchange with Ben Lorica ·

2024/03/28

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36:14

Unlocking the Potential of Private Data Collaboration

The Data Exchange with Ben Lorica ·

2024/03/21

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33:35

Frontiers of AI: From Text-to-Video Models to...

The Data Exchange with Ben Lorica ·

2024/03/14

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43:01

Adaptive, Specialized, and Accessible: Where AI...

The Data Exchange with Ben Lorica ·

2024/03/07

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26:36

2024 Themes and Trends in AI

The Data Exchange with Ben Lorica ·

2024/02/29

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42:44

The AI Infrastructure Revolution: From Cloud...

The Data Exchange with Ben Lorica ·

2024/02/22

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339 results

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