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Vanishing Gradients - Podcast

Vanishing Gradients

A podcast about all things data, brought to you by data scientist Hugo Bowne-Anderson.
It's time for more critical conversations about the challenges in our industry in order to build better compasses for the solution space! To this end, this podcast will consist of long-format conversations between Hugo and other people who work broadly in the data science, machine learning, and AI spaces. We'll dive deep into all the moving parts of the data world, so if you're new to the space, you'll have an opportunity to learn from the experts. And if you've been around for a while, you'll find out what's happening in many other parts of the data world.

Technology Ai
Update frequency
every 17 days
Average duration
74 minutes
Episodes
57
Years Active
2022 - 2025
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Episode 17: End-to-End Data Science

Episode 17: End-to-End Data Science

Hugo speaks with Tanya Cashorali, a data scientist and consultant that helps businesses get the most out of data, about what end-to-end data science looks like across many industries, such as retail,…

01:16:04  |   Fri 17 Feb 2023
Episode 16: Data Science and Decision Making Under Uncertainty

Episode 16: Data Science and Decision Making Under Uncertainty

Hugo speaks with JD Long, agricultural economist, quant, and stochastic modeler, about decision making under uncertainty and how we can use our knowledge of risk, uncertainty, probabilistic thinking,…

01:23:15  |   Wed 14 Dec 2022
Episode 15: Uncertainty, Risk, and Simulation in Data Science

Episode 15: Uncertainty, Risk, and Simulation in Data Science

Hugo speaks with JD Long, agricultural economist, quant, and stochastic modeler, about decision making under uncertainty and how we can use our knowledge of risk, uncertainty, probabilistic thinking,…

00:53:30  |   Wed 07 Dec 2022
Episode 14: Decision Science, MLOps, and Machine Learning Everywhere

Episode 14: Decision Science, MLOps, and Machine Learning Everywhere

Hugo Bowne-Anderson, host of Vanishing Gradients, reads 3 audio essays about decision science, MLOps, and what happens when machine learning models are everywhere.

Links

01:09:01  |   Sun 20 Nov 2022
Episode 13: The Data Science Skills Gap, Economics, and Public Health

Episode 13: The Data Science Skills Gap, Economics, and Public Health

Hugo speak with Norma Padron about data science education and continuous learning for people working in healthcare, broadly construed, along with how we can think about the democratization of data sc…

01:22:41  |   Tue 11 Oct 2022
Episode 12: Data Science for Social Media: Twitter and Reddit

Episode 12: Data Science for Social Media: Twitter and Reddit

Hugo speakswith Katie Bauer about her time working in data science at both Twitter and Reddit. At the time of recording, Katie was a data science manager at Twitter and prior to that, a founding memb…

01:32:45  |   Fri 30 Sep 2022
Episode 11: Data Science: The Great Stagnation

Episode 11: Data Science: The Great Stagnation

Hugo speaks with Mark Saroufim, an Applied AI Engineer at Meta who works on PyTorch where his team’s main focus is making it as easy as possible for people to deploy PyTorch in production outside Met…

01:45:38  |   Fri 16 Sep 2022
Episode 10: Investing in Machine Learning

Episode 10: Investing in Machine Learning

Hugo speaks with Sarah Catanzaro, General Partner at Amplify Partners, about investing in data science and machine learning tooling and where we see progress happening in the space.

Sarah invests in…

01:26:33  |   Thu 18 Aug 2022
9: AutoML, Literate Programming, and Data Tooling Cargo Cults

9: AutoML, Literate Programming, and Data Tooling Cargo Cults

Hugo speaks with Hamel Husain, Head of Data Science at Outerbounds, with extensive experience in data science consulting, at DataRobot, Airbnb, and Github.

In this conversation, they talk about Ham…

01:41:42  |   Tue 19 Jul 2022
Episode 8: The Open Source Cybernetic Revolution

Episode 8: The Open Source Cybernetic Revolution

Hugo speaks with Peter Wang, CEO of Anaconda, about what the value proposition of data science actually is, data not as the new oil, but rather data as toxic, nuclear sludge, the fact that data isn’…

01:05:57  |   Mon 16 May 2022
Episode 7: The Evolution of Python for Data Science

Episode 7: The Evolution of Python for Data Science

Hugo speaks with Peter Wang, CEO of Anaconda, about how Python became so big in data science, machine learning, and AI. They jump into many of the technical and sociological beginnings of Python bein…

01:02:31  |   Sun 01 May 2022
Episode 6: Bullshit Jobs in Data Science (and what to do about them)

Episode 6: Bullshit Jobs in Data Science (and what to do about them)

Hugo speaks with Jacqueline Nolis, Chief Product Officer at Saturn Cloud (formerly Head of Data Science), about all types of failure modes in data science, ML, and AI, and they delve into bullshit jo…

01:27:01  |   Mon 04 Apr 2022
Episode 5: Executive Data Science

Episode 5: Executive Data Science

Hugo speaks with Jim Savage, the Director of Data Science at Schmidt Futures, about the need for data science in executive training and decision, what data scientists can learn from economists, the p…

01:48:14  |   Wed 23 Mar 2022
Episode 4: Machine Learning at T-Mobile

Episode 4: Machine Learning at T-Mobile

Hugo speaks with Heather Nolis, Principal Machine Learning engineer at T-mobile, about what data science, machine learning, and AI look like at T-mobile, along with Heather’s path from a software dev…

01:44:10  |   Wed 09 Mar 2022
Episode 3: Language Tech For All

Episode 3: Language Tech For All

Rachael Tatman is a senior developer advocate for Rasa, where she’s helping developers build and deploy ML chatbots using their open source framework.

Rachael has a PhD in Linguistics from the Unive…

01:32:33  |   Tue 01 Mar 2022
Episode 2: Making Data Science Uncool Again

Episode 2: Making Data Science Uncool Again

Jeremy Howard is a data scientist, researcher, developer, educator, and entrepreneur. Jeremy is a founding researcher at fast.ai, a research institute dedicated to making deep learning more accessibl…

01:45:45  |   Sun 20 Feb 2022
Episode 1: Introducing Vanishing Gradients

Episode 1: Introducing Vanishing Gradients

In this brief introduction, Hugo introduces the rationale behind launching a new data science podcast and gets excited about his upcoming guests: Jeremy Howard, Rachael Tatman, and Heather Nolis!

Or…

00:05:29  |   Wed 16 Feb 2022
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