Causal Models in Practice at Lyft with Sean Taylor - #486

Causal Models in Practice at Lyft with Sean Taylor - #486

Today we’re joined by Sean Taylor, Staff Data Scientist at Lyft Rideshare Labs. We cover a lot of ground with Sean, starting with his recent decision to step away from his previous role as the lab director to take a more hands-on role, and what inspired that change. We also discuss his research at Rideshare Labs, where they take a more “moonshot” approach to solving the typical problems like forecasting and planning, marketplace experimentation, and decision making, and how his statistical approach manifests itself in his work. Finally, we spend quite a bit of time exploring the role of causality in the work at rideshare labs, including how systems like the aforementioned forecasting system are designed around causal models, if driving model development is more effective using business metrics, challenges associated with hierarchical modeling, and much much more. The complete show notes for this episode can be found at twimlai.com/go/486.

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Time Series Clustering for Monitoring Fueling Infrastructure Performance with Kalai Ramea  - #300

Time Series Clustering for Monitoring Fueling Infrastructure Performance with Kalai Ramea - #300

Today we're joined by Kalai Ramea, Data Scientist at PARC, a Xerox Company. In this episode we discuss her journey buying a hydrogen car and the subsequent journey and paper that followed assessing fu...

18 Syys 201930min

Swarm AI for Event Outcome Prediction with Gregg Willcox - TWIML Talk #299

Swarm AI for Event Outcome Prediction with Gregg Willcox - TWIML Talk #299

Today we're joined by Gregg Willcox, Director of Research and Development at Unanimous AI. Inspired by the natural phenomenon called 'swarming', which uses the collective intelligence of a group to pr...

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Rebooting AI: What's Missing, What's Next with Gary Marcus - TWIML Talk #298

Rebooting AI: What's Missing, What's Next with Gary Marcus - TWIML Talk #298

Today we're joined by Gary Marcus, CEO and Founder at Robust.AI, well-known scientist, bestselling author, professor and entrepreneur. Hear Gary discuss his latest book, ‘Rebooting AI: Building Artifi...

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DeepQB: Deep Learning to Quantify Quarterback Decision-Making with Brian Burke - TWIML Talk #297

DeepQB: Deep Learning to Quantify Quarterback Decision-Making with Brian Burke - TWIML Talk #297

Today we're joined by Brian Burke, Analytics Specialist with the Stats & Information Group at ESPN. A former Navy pilot and lifelong football fan, Brian saw the correlation between fighter pilots and ...

5 Syys 201950min

Measuring Performance Under Pressure Using ML with Lotte Bransen - TWIML Talk #296

Measuring Performance Under Pressure Using ML with Lotte Bransen - TWIML Talk #296

Today we're joined by Lotte Bransen, a Scientific Researcher at SciSports. With a background in mathematics, econometrics, and soccer, Lotte has honed her research on analytics of the game and its pla...

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Managing Deep Learning Experiments with Lukas Biewald - TWIML Talk #295

Managing Deep Learning Experiments with Lukas Biewald - TWIML Talk #295

Today we're joined by Lukas Biewald, CEO and Co-Founder of Weights & Biases. Lukas founded the company after seeing a need for reproducibility in deep learning experiments. In this episode, we discuss...

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Re-Architecting Data Science at iRobot with Angela Bassa - TWIML Talk #294

Re-Architecting Data Science at iRobot with Angela Bassa - TWIML Talk #294

Today we’re joined by Angela Bassa, Director of Data Science at iRobot. In our conversation, Angela and I discuss: • iRobot's re-architecture, and a look at the evolution of iRobot. • Where iRobot g...

26 Elo 201948min

Disentangled Representations & Google Research Football with Olivier Bachem - TWIML Talk #293

Disentangled Representations & Google Research Football with Olivier Bachem - TWIML Talk #293

Today we’re joined by Olivier Bachem, a research scientist at Google AI on the Brain team. Olivier joins us to discuss his work on Google’s research football project, their foray into building a nove...

22 Elo 201942min

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