Vanishing Gradients
a data podcast with hugo bowne-anderson
We found 4 episodes of Vanishing Gradients with the tag “ai”.
-
Episode 39: From Models to Products: Bridging Research and Practice in Generative AI at Google Labs
November 26th, 2024 | Season 1 | 1 hr 43 mins
ai, data science, llms, machine learning
From building rockets at SpaceX to advancing generative AI at Google Labs, Ravin Kumar has carved a unique path through the world of technology. In this episode, we explore how to build scalable, reliable AI systems, the skills needed to work across the AI/ML pipeline, and the real-world impact of tools like open-weight models such as Gemma. Ravin also shares insights into designing AI tools like Notebook LM with the user journey at the forefront.
-
Episode 18: Research Data Science in Biotech
May 25th, 2023 | Season 1 | 1 hr 12 mins
ai, biotech, data science, machine learning, open source, python
Machine learning, deep learning, Bayesian inference for drug discovery, OSS, and accelerating discovery science to the speed of thought!
-
Episode 7: The Evolution of Python for Data Science
May 2nd, 2022 | Season 1 | 1 hr 2 mins
ai, data science, machine learning, python
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 being used for data science, a history of PyData, the conda distribution, and NUMFOCUS.
-
Episode 5: Executive Data Science
March 23rd, 2022 | Season 1 | 1 hr 48 mins
ai, data science, machine learning
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 perils of "data for good", and why you should always be integrating your loss function over your posterior.