4 episodes

The Determined Podcast Series examines various aspects of the machine learning pipeline - including data preparation, model development, hardware management, and deployment - with some of the brightest minds in AI.

Determined Podcast Series Ameet Talwalkar

    • Technology

The Determined Podcast Series examines various aspects of the machine learning pipeline - including data preparation, model development, hardware management, and deployment - with some of the brightest minds in AI.

    Neil Conway On the Challenges of Deep Learning Model Development

    Neil Conway On the Challenges of Deep Learning Model Development

    So far In the Determined Podcast Series we've spoken with experts in hardware and different parts of the machine learning workflow. Today's episode features two of Determined founders - Ameet Talwalkar and Neil Conway - and peels back the layers on...

    • 32 min
    Alex Ratner on Programmatic Data Labeling for Machine Learning

    Alex Ratner on Programmatic Data Labeling for Machine Learning

    In our last episode, we talked about the importance of data preparation for reproducibility in machine learning. Our conversation this week follows a similar path with Alex Ratner, co-founder and CEO of the data labeling company Snorkel AI and Assistant...

    • 45 min
    Joe Hellerstein on Data Wrangling and Reproducibility

    Joe Hellerstein on Data Wrangling and Reproducibility

    It is well known that machine learning is powered by data. Unfortunately, the raw data that we would like to use to train models is often created and stored in such a way that it is not machine consumable. As part of our Determined Podcast Series, Craig...

    • 44 min
    A Conversation With Dave Patterson

    A Conversation With Dave Patterson

    I recently began a collaboration with Craig Smith, a longtime writer for The New York Times and host of the Eye on A.I. podcast, to chat with some of my friends and colleagues about various aspects of the machine learning pipeline, including data...

    • 50 min

Top Podcasts In Technology