Article List
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Luis Ceze — Accelerating Machine Learning Systems
From Apache TVM to OctoML, Luis gives direct insight into the world of ML hardware optimization, and where systems optimization is heading....
Matthew Davis — Bringing Genetic Insights to Everyone
Matthew explains how combining machine learning and computational biology can provide mainstream medicine with better diagnostics and insights....
Clément Delangue — The Power of the Open Source Community
Clem explains the virtuous cycles behind the creation and success of Hugging Face, and shares his thoughts on where NLP is heading....
Phil Brown — How IPUs are Advancing Machine Intelligence
Phil shares some of the approaches, like sparsity and low precision, behind the breakthrough performance of Graphcore's Intelligence Processing Units...
Alyssa Simpson Rochwerger — Responsible ML in the Real World
From working on COVID-19 vaccine rollout to writing a book on responsible ML, Alyssa shares her thoughts on meaningful projects and the importance of...
Sean Taylor — Business Decision Problems
Sean joins us to chat about ML models and tools at Lyft Rideshare Labs, Python vs R, time series forecasting with Prophet, and election forecasting......
Polly Fordyce — Microfluidic Platforms and Machine Learning
Polly explains how microfluidics allow bioengineering researchers to create high throughput data, and shares her experiences with biology and machine...
Adrien Gaidon — Advancing ML Research in Autonomous Vehicles
Adrien shares his approach to building teams and taking state-of-the-art research from conception to production at Toyota Research Institute....
Nimrod Shabtay — Deployment and Monitoring at Nanit
A look at how Nimrod and the team at Nanit are building smart baby monitor systems, from data collection to model deployment and production monitoring...
Vladlen Koltun — The Power of Simulation and Abstraction
From legged locomotion to drones and autonomous driving, Vladlen explains how simulation and abstraction help us understand embodied intelligence....
Dominik Moritz — Building Intuitive Data Visualization Tools
Dominik shares the story and principles behind Vega and Vega-Lite, and explains how visualization and machine learning help each other....
Cade Metz — The Stories Behind the Rise of AI
How Cade got access to the stories behind some of the biggest advancements in AI, and the dynamic playing out between leaders at companies like Google...
Dave Selinger — AI and the Next Generation of Security Syst…
Learn why traditional home security systems tend to fail and how Dave’s love of tinkering and deep learning are helping him and the team at Deep Senti...
Peter Welinder — Deep Reinforcement Learning and Robotics
Peter Welinder, Robotics lead at OpenAI talks about his love of robotics, the early days of reinforcement learning, and the evolution of the robot han...