Latest Model development Podcast Episodes
Tianqi Chen on Deployable Machine Learning Algorithms
Determined Podcast Series - December 01, 2020 20:00 - 44 minutesOver the last couple of months, we’ve had fascinating conversations with some of the most brilliant minds in AI. We’ve covered the golden age of specialized hardware, the importance of data wrangling to achieve reproducibility, and why programmatic data labeling is a vital step in machine learni...
Tianqi Chen on Deployable Machine Learning Algorithms
Determined Podcast Series - December 01, 2020 20:00 - 44 minutesOver the last couple of months, we’ve had fascinating conversations with some of the most brilliant minds in AI. We’ve covered the golden age of specialized hardware, the importance of data wrangling to achieve reproducibility, and why programmatic data labeling is a vital step in machine learni...
Neil Conway On the Challenges of Deep Learning Model Development
Determined Podcast Series - November 10, 2020 22:00 - 32 minutesSo 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 Determined's role in a burgeoning deep learning...
Alex Ratner on Programmatic Data Labeling for Machine Learning
Determined Podcast Series - October 27, 2020 19:00 - 45 minutesIn 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 Professor at the University of Washington....
Joe Hellerstein on Data Wrangling and Reproducibility
Determined Podcast Series - October 14, 2020 16:00 - 44 minutesIt 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 and I recently had a conversation with Joe...
A Conversation With Dave Patterson
Determined Podcast Series - October 08, 2020 23:00 - 50 minutesI 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 preparation, model development, hardware manageme...
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