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Conversations with the people building AI

Live from TWIMLcon! Use-Case Driven ML Platforms with Franziska Bell - #307

Live from TWIMLcon! Use-Case Driven ML Platforms with Franziska Bell - #307

Today we're Franziska Bell, Ph.D., the Director of Data Science Platforms at Uber, who joined Sam on stage at TWIMLcon last week. Fran provided a look into the cutting edge data science available company-wide at the push of a button. Since joining Uber, Fran has developed a portfolio of platforms, ranging from…

32 MinutesThe TWIML AI Podcast

Live from TWIMLcon! Operationalizing ML at Scale with Hussein Mehanna - #306

Live from TWIMLcon! Operationalizing ML at Scale with Hussein Mehanna - #306

The live interviews from TWIMLcon continue with Hussein Mehanna, Head of ML and AI at Cruise. From his start at Facebook to his current work at Cruise, Hussein has seen first hand what it takes to scale and sustain machine learning programs. Hear him discuss the challenges (and joys) of working in the industry, his…

34 MinutesThe TWIML AI Podcast

Flying high with AI drone racing at AlphaPilot

Flying high with AI drone racing at AlphaPilot

Chris and Daniel talk with Keith Lynn, AlphaPilot Program Manager at Lockheed Martin. AlphaPilot is an open innovation challenge, developing artificial intelligence for high-speed racing drones, created through a partnership between Lockheed Martin and The Drone Racing League (DRL). AlphaPilot challenged university…

48 MinutesPractical AI

Live from TWIMLcon! Encoding Company Culture in Applied AI Systems - #305

Live from TWIMLcon! Encoding Company Culture in Applied AI Systems - #305

In this episode, Sam is joined by Deepak Agarwal, VP of Engineering at LinkedIn, who graced the stage at TWIMLcon: AI Platforms for a keynote interview. Deepak shares the impact that standardizing processes and tools have on a company’s culture and productivity levels, and best practices to increasing ML ROI. He also…

32 MinutesThe TWIML AI Podcast

AI in the majority world and model distillation

AI in the majority world and model distillation

Chris and Daniel take some time to cover recent trends in AI and some noteworthy publications. In particular, they discuss the increasing AI momentum in the majority world (Africa, Asia, South and Central America and the Caribbean), and they dig into Hugging Face’s recent model distillation results. Sponsors…

45 MinutesPractical AI

The Future of Mixed-Autonomy Traffic with Alexandre Bayen - #303

The Future of Mixed-Autonomy Traffic with Alexandre Bayen - #303

Today we are joined by Alexandre Bayen, Director of the Institute for Transportation Studies and Professor at UC Berkeley. Alex's current research is in mixed-autonomy traffic to understand how the growing automation in self-driving vehicles can be used to improve mobility and flow of traffic. At the AWS re:Invent…

44 MinutesThe TWIML AI Podcast

The influence of open source on AI development

The influence of open source on AI development

The All Things Open conference is happening soon, and we snagged one of their speakers to discuss open source and AI. Samuel Taylor talks about the essential role that open source is playing in AI development and research, and he gives us some tips on choosing AI-related side projects. Sponsors: DigitalOcean –…

46 MinutesPractical AI

Deep Reinforcement Learning for Logistics at Instadeep with Karim Beguir - #302

Deep Reinforcement Learning for Logistics at Instadeep with Karim Beguir - #302

Today we are joined by Karim Beguir, Co-Founder and CEO of InstaDeep, a company focusing on building advanced decision-making systems for the enterprise. In this episode, we focus on logistical problems that require decision-making in complex environments using deep learning and reinforcement learning. Karim explains…

44 MinutesThe TWIML AI Podcast

Deep Learning with Structured Data w/ Mark Ryan - #301

Deep Learning with Structured Data w/ Mark Ryan - #301

Today we're joined by Mark Ryan, author of the upcoming book Deep Learning with Structured Data. Working on the support team at IBM Data and AI, he saw a lack of general structured data sets people could apply their models to. Using the streetcar network in Toronto, Mark gathered an open data set that started the…

40 MinutesThe TWIML AI Podcast

Worlds are colliding - AI and HPC

Worlds are colliding - AI and HPC

In this very special fully-connected episode of Practical AI, Daniel interviews Chris. They discuss High Performance Computing (HPC) and how it is colliding with the world of AI. Chris explains how HPC differs from cloud/on-prem infrastructure, and he highlights some of the challenges of an HPC-based AI strategy.…

48 MinutesPractical AI