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Podcast on Algorithmic Fairness

https://chtbl.com/track/693648/aphid.fireside.fm/d/1437767933/7086fae3-a152-4774-962c-4eaeba52bbdb/13cc86e3-701d-473a-9eb0-e385b9fca0cf.mp3 Siann is a lead data scientist and analytics manager at Booz Allen Hamilton where she helps her stakeholders cut through the clutter to make...

Developer tools for machine learning

https://cdn.changelog.com/uploads/practicalai/111/practical-ai-111.mp3 Weights & Biases is coming up with some awesome developer tools for AI practitioners! In this episode, Lukas Biewald describes how these tools were a...

Podcast on TensorFlow on Kubernetes

https://traffic.megaphone.fm/SED2246779884.mp3 When TensorFlow came out of Google, the machine learning community converged around it. TensorFlow is a framework for building machine learning models, but the...

Explaining NLP Model Engineering

https://traffic.megaphone.fm/SED7610281050.mp3 Data labeling is a major bottleneck in training and deploying machine learning and especially NLP. But new tools for training models with humans in...

Model-Based Offline Reinforcement Learning

Today we close out our NeurIPS series joined by Aravind Rajeswaran, a PhD Student in machine learning and robotics at the University of Washington. At...

Machine Learning as a Software Engineering Enterprise

As we continue our NeurIPS 2020 series, we’re joined by friend-of-the-show Charles Isbell, Dean, John P. Imlay, Jr. Chair, and professor at the Georgia...

Scaling Enterprise ML in 2020

Over the summer, I had the pleasure of hosting Sushil and a handful of business leaders across industries at the Cloudera Virtual Roundtable. In...

Teaching a machine to think

Building an artificial general intelligence begins with stopping current AI models from perpetuating racism, sexism, and other pernicious bias. Artificial intelligence has become such a...

Feature Stores for MLOps

Today we’re joined by Mike del Balso, co-Founder and CEO of Tecton. Mike, who you might remember from our last conversation on the podcast, was...

NLP for Equity Investing

Today we’re joined by Frank Zhao, Senior Director of Quantamental Research at S&P Global Market Intelligence. In our conversation with Frank, we explore how he...

Understanding Federated Learning

https://traffic.megaphone.fm/SED9950301876.mp3 Federated learning is machine learning without a centralized data source. Federated Learning enables mobile phones or edge servers to collaboratively learn a shared prediction model while...

Feature Stores for MLOps with Mike del Balso

Mike, who you might remember from our last conversation on the podcast, was a foundational member of the Uber team that created their ML...
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