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The USF Data Science Podcast
Robert Clements
24 episodes
3 days ago
Faculty from the Master of Science in Data Science (MSDS) program at the University of San Francisco (USF) discuss important topics in AI, DS, and ML with data science practitioners, educators, and leaders. Hear stories and advice about getting into the field of DS and navigating the complex landscape of data-related roles, tools, and technologies. Hosted by Robert Clements (Assistant Professor at USF) and Cody Carroll (Assistant Professor at USF)
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Technology
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All content for The USF Data Science Podcast is the property of Robert Clements and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
Faculty from the Master of Science in Data Science (MSDS) program at the University of San Francisco (USF) discuss important topics in AI, DS, and ML with data science practitioners, educators, and leaders. Hear stories and advice about getting into the field of DS and navigating the complex landscape of data-related roles, tools, and technologies. Hosted by Robert Clements (Assistant Professor at USF) and Cody Carroll (Assistant Professor at USF)
Show more...
Technology
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Lessons Learned from Advanced ML’s Kaggle Competition
The USF Data Science Podcast
24 minutes 56 seconds
1 year ago
Lessons Learned from Advanced ML’s Kaggle Competition

The top three winners of our Advanced ML course Kaggle competition join us to share their strategies and lessons learned from training models on real estate listing price data from houses in Spain. Hear how they navigated the decisions involved in model building, including feature engineering, the curse of dimensionality, and the challenge of handling text descriptions in a foreign language.

The USF Data Science Podcast
Faculty from the Master of Science in Data Science (MSDS) program at the University of San Francisco (USF) discuss important topics in AI, DS, and ML with data science practitioners, educators, and leaders. Hear stories and advice about getting into the field of DS and navigating the complex landscape of data-related roles, tools, and technologies. Hosted by Robert Clements (Assistant Professor at USF) and Cody Carroll (Assistant Professor at USF)