133 episodes

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 is a production of Gradient Flow [https://gradientflow.com/].

The Data Exchange with Ben Lorica Ben Lorica

    • Technology
    • 5.0 • 251 Ratings

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 is a production of Gradient Flow [https://gradientflow.com/].

    Software-Defined Assets

    Software-Defined Assets

    Nick Schrock is founder and Elementl, the startup behind Dagster, a popular open source, data orchestration platform. We discussed recent trends in data engineering and infrastructure, and Dagster’s introduction of software-defined assets, a new approach to managing, maintaining, and orchestrating data declaratively.

    Download the FREE Report: State of Workflow Orchestration →  https://gradientflow.com/2022-workflow-orchestration-survey/?utm_source=gradientflow&utm_medium=DEpodcast

    Subscribe: Apple • Android • Spotify • Stitcher • Google • AntennaPod • RSS.

    Detailed show notes can be found on The Data Exchange web site

    • 40 min
    Adversarial Machine Learning

    Adversarial Machine Learning

    Edmon Begoli, leads the AI Systems R&D section at Oak Ridge National Laboratory (ORNL), where he is also a distinguished member of the ORNL research staff.  Our conversation centered on his upcoming presentation at the Data+AI Summit, where he will describe the four principal categories of Adversarial AI and their future implications.

    Download the FREE Report: Trends in Data, Machine Learning, and AI → https://gradientflow.com/2022trendsreport?utm_source=DEpodcast

    Subscribe: Apple • Android • Spotify • Stitcher • Google • AntennaPod • RSS.

    Detailed show notes can be found on The Data Exchange web site.

    • 46 min
    Orchestrating Machine Learning Applications

    Orchestrating Machine Learning Applications

    Haytham Abuelfutuh is co-founder and CTO of Union, a startup founded by the team behind Flyte, a popular open source project originated by Lyft. Flyte is a workflow automation platform used for many different applications, but especially as an orchestrator for machine learning applications.

    Download the FREE Report: State of Workflow Orchestration → https://www.prefect.io/lp/gradientflow?utm_source=gradientflow&utm_medium=newsletter

    Subscribe: Apple • Android • Spotify • Stitcher • Google • AntennaPod • RSS.

    Detailed show notes can be found on The Data Exchange web site.

    • 47 min
    Narrative AI

    Narrative AI

    This week’s guest is Hilary Mason, co-founder of Hidden Door, a startup that uses AI and machine learning to help create and power role-playing games (RPG).

    Download a FREE copy of our recent NLP Industry Survey Results:  https://gradientflow.com/2021nlpsurvey/

    Subscribe: Apple • Android • Spotify • Stitcher • Google • AntennaPod • RSS.

    Detailed show notes can be found on The Data Exchange web site.

    • 40 min
    Machine Learning Model Observability

    Machine Learning Model Observability

    Oren Razon is CEO and co-founder of Superwise, a startup that builds tools to streamline observability for machine learning models. This episode provides a comprehensive overview of tools and best practices for deploying, monitoring, and managing machine learning models in production.

    Download the FREE Report: Trends in Data, Machine Learning, and AI → https://gradientflow.com/2022trendsreport?utm_source=DEpodcast

    Subscribe: Apple • Android • Spotify • Stitcher • Google • AntennaPod • RSS.

    Detailed show notes can be found on The Data Exchange web site.

    • 39 min
    Dataflow Automation

    Dataflow Automation

    Jeremiah Lowin is co-founder and CEO of Prefect, the company behind the popular open source data workflow orchestration system with the same name. We discussed the major design changes in Prefect 2.0, their move towards treating “code as workflows”, data engineering challenges facing data and ML teams today, and implications of looming trends in machine learning and AI.

    Download the FREE Report: State of Workflow Orchestration → https://www.prefect.io/lp/gradientflow?utm_source=gradientflow&utm_medium=newsletter

    Subscribe: Apple • Android • Spotify • Stitcher • Google • AntennaPod • RSS.

    Detailed show notes can be found on The Data Exchange web site.

    • 46 min

Customer Reviews

5.0 out of 5
251 Ratings

251 Ratings

broderickwalden01 ,

I enjoyed the show!

Thank you f or all the insights, I love to learn from you!

stevenjones02 ,

Awesome show!

Love your show. So many great tips!

Cattyr Vitto ,

Informative & Educative!

I rarely leave reviews but I just love host's approach and guests. I wish the episodes were even longer but thankful I get to listen in on these amazing conversations. I hope this continues for many years to come!
Thank You!

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