Roger & DJ — The Rise of Big Data and CA's COVID-19 Response
Roger and DJ share some of the history behind data science as we know it today, and reflect on their experiences working on California's COVID-19 response.---Roger Magoulas is Senior Director of Data ...
8 Heinä 20211h 4min
Amelia & Filip — How Pandora Deploys ML Models into Production
Amelia and Filip give insights into the recommender systems powering Pandora, from developing models to balancing effectiveness and efficiency in production.---Amelia Nybakke is a Software Engineer at...
1 Heinä 202140min
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.---Luis Ceze is co-founder and CEO of OctoML, co-author of th...
24 Kesä 202148min
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.---Matthew Davis is Head of AI at Invitae, the largest an...
17 Kesä 202143min
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.---Clément Delangue is co-founder and CEO of Hugging Face, the AI com...
10 Kesä 202146min
Wojciech Zaremba — What Could Make AI Conscious?
Wojciech joins us to talk the principles behind OpenAI, the Fermi Paradox, and the future stages of developments in AGI.---Wojciech Zaremba is a co-founder of OpenAI, a research company dedicated to d...
3 Kesä 202144min
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 (IPUs).---Phil Brown leads the Applications team a...
27 Touko 202157min
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 teamwork.---Alyssa Simpson Rochwerger is as a Dire...
20 Touko 202145min
