Today we’re joined by Miriam Friedel, senior director of ML engineering at Capital One. In our conversation with Miriam, we discuss some of the challenges faced when delivering machine learning tools and systems in highly regulated enterprise environments, and some of the practices her teams have adopted to help them operate with greater speed and agility. W ... Show More
May 21
Relational Foundation Models for Enterprise Data with Jure Leskovec - #768
In this episode, Jure Leskovec, co-founder and chief scientist at Kumo and professor of computer science at Stanford, joins us to explore two fronts of his work: AI for science and relational deep learning. We begin with AI Virtual Cell, a multiscale effort to learn data-driven r ... Show More
1h 6m
May 7
How to Find the Agent Failures Your Evals Miss with Scott Clark - #767
In this episode, Scott Clark, co-founder and CEO of Distributional, joins us to explore how teams can reliably operate and improve complex LLM systems and agents in production. Scott introduces a Maslow’s hierarchy of observability: telemetry for logging, monitoring for known sig ... Show More
53m 19s
Apr 30
How to Engineer AI Inference Systems with Philip Kiely - #766
In this episode, Philip Kiely, head of AI education at Baseten, joins us to unpack the fast-evolving discipline of inference engineering. We explore why inference has become the stickiest and most critical workload in AI, how it blends GPU programming, applied research, and large ... Show More
54m 51s
May 2024
2882: From Chess Grandmaster to ML Innovator: Tal Shaked's Journey
<p>Are machines really capable of thinking like humans, or are we merely programming them to mimic our own patterns? Today on Tech Talks Daily, we delve into this intriguing question with Tal Shaked, an American chess grandmaster and Chief Machine Learning Officer at Moloco, a le ... Show More
29m 26s
Dec 2023
Season 1 Episode 8 - The Future of AI and the Human Experience
In the season finale, Graeme is joined by Intel’s VP of Data Center AI Solutions Group, Jeni Barovian. With a role that oversees product strategy, she has a wealth of knowledge for the responsible development of AI and understanding how it is ultimately received by end users. Foc ... Show More
44m 45s
Jan 2024
Making Magic With Gen AI: Capital One’s Prem Natarajan
Growing up in a multilingual community, Prem Natarajan became interested in language at a young age. Eventually that interest, aptitude, and curiosity translated into an interest in machine learning and technical development, and today Prem works as the chief scientist and head o ... Show More
28m 53s
Nov 2020
Managing the Risks of Machine Learning for Mid-Sized Enterprises - with Ivan Marin of Daitan
Today's guest is the great and brilliant Dr. Ivan Marin, Principal Data Scientist at the Daitan Group, one of America's fastest-growing software engineering firms. Dr. Marin earned his Ph.D. in Physics from EESC-USP. In this episode, he walks us through an exercise using the Mach ... Show More
33m 15s
Jul 2023
MosaicML's Naveen Rao on Making Custom LLMs More Accessible - Ep. 199
Startup MosaicML is on a mission to help the AI community enhance prediction accuracy, decrease costs, and save time by providing tools for easy training and deployment of large AI models. In this episode of NVIDIA's AI Podcast, host Noah Kravitz speaks with MosaicML CEO and co-f ... Show More
31m 26s
