Rachael Tatman — Conversational AI and Linguistics

Rachael Tatman — Conversational AI and Linguistics

🏅 See how W&B is your secret weapon to make it onto the Kaggle leaderboards - https://www.wandb.com/kaggle 👩‍💻Rachael Tatman is a developer advocate for Rasa, where she helps developers build and deploy conversational AI applications using their open source framework. 🤖💬 She has a PhD in Linguistics from the University of Washington where she researched computational sociolinguistics, or how our social identity affects the way we use language in computational contexts. Previously she was a data scientist at Kaggle where she’s still a Grandmaster. 💻Keep up with Rachael on her website: http://www.rctatman.com/ 🐦Follow Rachael on twitter: https://twitter.com/rctatman Get our podcast on Apple and Spotify! https://podcasts.apple.com/us/podcast/gradient-dissent-weights-biases/id1504567418 https://open.spotify.com/show/7o9r3fFig3MhTJwehXDbXm 🤖Gradient Dissent by Weights and Biases We started Weights and Biases to build tools for Machine Learning practitioners because we care a lot about the impact that Machine Learning can have in the world and we love working in the trenches with the people building these models. One of the most fun things about these building tools has been the conversations with these ML practitioners and learning about the interesting things they’re working on. This process has been so fun that we wanted to open it up to the world in the form of our new podcast. We hope you have as much fun listening to it as we had making it. 👩🏼‍🚀Weights and Biases: We’re always free for academics and open source projects. Email carey@wandb.com with any questions or feature suggestions. - Blog: https://www.wandb.com/articles - Gallery: See what you can create with W&B - https://app.wandb.ai/gallery - Continue the conversation on our slack community - http://bit.ly/wandb-forum 🎙Host: Lukas Biewald - https://twitter.com/l2k 👩🏼‍💻Producer: Lavanya Shukla - https://twitter.com/lavanyaai 📹Editor: Cayla Sharp - http://caylasharp.com/

Episoder(135)

Chris Albon — ML Models and Infrastructure at Wikimedia

Chris Albon — ML Models and Infrastructure at Wikimedia

In this episode we're joined by Chris Albon, Director of Machine Learning at the Wikimedia Foundation.Lukas and Chris talk about Wikimedia's approach to content moderation, what it's like to work in a...

23 Sep 202156min

Emily M. Bender — Language Models and Linguistics

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 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 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 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 Jul 202150min

Spence Green — Enterprise-scale Machine Translation

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 Jul 202143min

Roger & DJ — The Rise of Big Data and CA's COVID-19 Response

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 Jul 20211h 4min

Amelia & Filip — How Pandora Deploys ML Models into Production

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 Jul 202140min

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