Emily M. Bender — Language Models and Linguistics
In this episode, Emily and Lukas dive into the problems with bigger and bigger language models, the difference between form and meaning, the limits of benchmarks, and why it's important to name the la...
9 Sep 20211h 12min
Jeff Hammerbacher — From data science to biomedicine
Jeff talks about building Facebook's early data team, founding Cloudera, and transitioning into biomedicine with Hammer Lab and Related Sciences.(Read more: http://wandb.me/gd-jeff-hammerbacher)---Jef...
26 Aug 202156min
Josh Bloom — The Link Between Astronomy and ML
Josh explains how astronomy and machine learning have informed each other, their current limitations, and where their intersection goes from here. (Read more: http://wandb.me/gd-josh-bloom)---Josh is ...
20 Aug 20211h 8min
Xavier Amatriain — Building AI-powered Primary Care
Xavier shares his experience deploying healthcare models, augmenting primary care with AI, the challenges of "ground truth" in medicine, and robustness in ML. --- Xavier Amatriain is co-founder and ...
30 Juli 202150min
Spence Green — Enterprise-scale Machine Translation
Spence shares his experience creating a product around human-in-the-loop machine translation, and explains how machine translation has evolved over the years. --- Spence Green is co-founder and CEO ...
16 Juli 202143min
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 D...
8 Juli 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 Enginee...
1 Juli 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 o...
24 Juni 202148min
