Ep. 3: Deep Learning DIY - NVIDIA Engineer Bob Bond, Make: Magazine Executive Editor Mike Senese
Deep learning isn't just for research scientists anymore. Hobbyists can use consumer grade GPUs and open-source DNN software to tackle common household tasks from ant control to chasing away stray cats.
11 Dec 2016
Ep. 32: Deep Learning Pioneer Andrew Ng on AI as the New Electricity
Purple shirts, haircuts, and cats. How are these three all related? According to deep learning pioneer Andrew Ng, they all played a part in AI’s growing presence in our lives. Ng, formerly of Google and Baidu, and the founder of his new company, Deeplearning.ai, joined this week’s episode of the AI Podcast to share his thoughts on AI being the new electricity.
26 Jul 2017
NVIDIA Chief Scientist Bill Dally on Where AI Goes Next - Ep. 62
NVIDIA researchers are gearing up to present 19 accepted papers and posters, seven of them during speaking sessions, at the annual Computer Vision and Pattern Recognition conference next week in Salt Lake City, Utah. Joining us to discuss some of what's being presented at CVPR, and to share his perspective on the world of deep learning and AI in general is one of the pillars of the computer science world, Bill Dally, chief scientist at NVIDIA.
13 Jun 2018
Speaking the Same Language: How Oracle’s Conversational AI Serves Customers - Ep. 104
At Oracle, customer service chatbots use conversational AI to respond to consumers with more speed and complexity. Suhas Uliyar, vice president of bots, AI and mobile product management at Oracle, stopped by to talk to AI Podcast host Noah Kravitz about how the newest wave of conversational AI can keep up with the nuances of human conversation.
21 Nov 2019
Most Popular Podcasts
The Buck Starts Here: NVIDIA’s Ian Buck on What’s Next for AI - Ep. 100
AI is still young, but software is available to help even relatively unsophisticated users harness it. That’s according to Ian Buck, general manager of NVIDIA’s accelerated computing group, who shared his views in our latest AI Podcast. Buck, who helped lay the foundation for GPU computing as a Stanford doctoral candidate, will deliver the keynote address at GTC DC on Nov. 5. To sign up for GTC DC, visit https://nvda.ws/2Jzg7T1 and use the 'GMPOD' promo code for a 20% discount.
16 Oct 2019
Ep. 25: Google's Ian Goodfellow on How an Argument in a Bar Led to Generative Adversarial Networks
How an argument in a bar led Google's Ian Goodfellow to create Generative Adversarial Networks - deep learning systems that argue with each other - an AI breakthrough that promises to help researchers build systems that can learn with less human intervention.
7 Jun 2017
Ep. 4: How AI Will Revolutionize Driving — Danny Shapiro, NVIDIA
Autonomous vehicles will need to do much more than master object detection. Self-driving vehicles will need technology able to integrate visual computing, artificial intelligence, and high-performance computing, NVIDIA's Danny Shapiro explains.
18 Dec 2016
How Nuance Brings AI to Healthcare - Ep. 78
You probably recognize the name Nuance from their work with speech recognition and virtual assistant technology. They’re one of the pioneers of voice recognition technology. Of course Nuance Communications has gotten into AI, but what you might not know is they’ve also gotten into using AI to chart the course of the healthcare industry and how physicians can use artificial intelligence to make people healthier and make their work better, Karen Holzberger is the vice president and general manager of Nuance’s Healthcare diagnostic solutions business.
11 Feb 2019
Good News About Fake News: AI Can Now Help Detect False Information - Ep. 74
With “Fake News” embedding itself into, well, our news, it’s become more important than ever to distinguish between content that is fake or authentic. That’s why Vagelis Papalexakis, a professor of computer science at the University of California, Riverside, developed an algorithm that detects fake news with 75 percent accuracy.
6 Dec 2018
Ep. 5: How Deep Learning Will Reshape Our Cities
Deep learning promises to do more than just reshape city streets. We talked to Lynn Richards, president and CEO of the Congress for New Urbanism and Charles Marohn, president and co-founder of Strong Towns, about how. AI will do much more than automate driving. It promises to help create more liveable cities. And help put expensive infrastructure where we need it most.
8 Jan 2017
AI4Good: Canadian Lab Empowers Women in Computer Science - Ep. 103
Doina Precup is applying Romanian wisdom to the gender gap in the fields of AI and computer science.The associate professor at McGill University and research team lead at AI startup DeepMind spoke with AI Podcast host Noah Kravitz about her personal experiences, along with the AI4Good Lab she co-founded to give women more access to machine learning training.Growing up in Romania, Precup attended a high school that specialized in computer science and a technical university. She didn’t experience gender disparity in these learning environments. “If anything, programming was considered a very good job for women, because you did not need to be working in the fields,” she explained.It made the gap in Canadian universities and companies even more noticeable. At McGill, Precup saw that female students were hesitant to speak up or pursue graduate studies.Together with Angelique Mannella, CEO of AM Consulting and an Amazon employee, Precup was inspired to start the AI4Good Lab in 2017.
13 Nov 2019
Sort Circuit: How GPUs Helped One Man Conquer His Lego Pile - Ep. 77
At some point in life, every man faces the same great challenge: sorting out his children's Lego pile. Thanks to GPU-driven deep learning, Francisco "Paco" Garcia is one of the few men who can say they've conquered it. Here's how.
23 Jan 2019
A Man, a GAN, and a 1080 Ti: How Jason Antic Created 'De-Oldify' - Ep. 76
You don't need to be an an academic or to work for a big company to get into deep learning. You can just be a guy with a NVIDIA GeForce 1080 Ti and a Generative Adversarial network. Jason Antic, who describes himself as "a software guy," began digging deep into GANS. Next thing you know: he’s created an increasingly popular tool that colors old black-and-white shots to make them look good. Interested in digging into AI for yourself? Listen and get inspired.
9 Jan 2019
Ep. 15: How AI Beat the Pros at Texas Hold'em, and Why It Matters
We spoke with Michael Bowling, a professor at the University of Alberta whose team of researchers created a GPU-trained AI that has defeated professional poker players at heads-up no-limit Texas hold’em. The work promises to yield applications in the real world, where — unlike games such as Go and Chess — we often have to make decisions based on incomplete information.
25 Mar 2017
Ep. 26: Deep Learning Promises to Bring Algorithmic Investing Smarts to the Rest of Us
In recent years hedge funds have taken the lead in algorithmic investing - or robo-trading as it’s sometimes called. But there’s no reason the hedge fund world should have all the good stuff. In this episode of the AI Podcast, we speak with Gaurav Chakravorty, co-founder of qplum, a startup that’s working to bring that same machine learning investing approach to the rest of us.
14 Jun 2017
UC Berkeley’s Pieter Abbeel on How Deep Learning Will Help Robots Learn - Ep. 82
Robots can do amazing things. Compare even the most advanced robots to a three-year old, however, and they can come up short. UC Berkeley Professor Pieter Abbeel has pioneered the idea that deep learning could be the key to bridging that gap: creating robots that can learn how move through the world more fluidly and naturally. We caught up with Abbeel, who is director of the Berkeley Robot Learning Lab and cofounder of Covariant AI, a Bay Area company developing AI software that makes it easy to teach robots new and complex skills, at GTC 2019.
11 Apr 2019
AI Startup Brings Computer Vision to Customer Service - Ep. 102
When your appliances break, the last thing you want to do is spend an hour on the phone trying to reach a customer service representative. Using computer vision, Drishyam.AI is eliminating service lines to help consumers more quickly.Satish Mandalika, the CEO and founder of the deep learning-based image recognition platform, spoke with AI Podcast host Noah Kravitz about the company. “Customer support is ripe for disruption,” Mandalika said. Drishyam.AI is changing the game by giving customers an app that they use to take a picture of the product they need help with at any time of day or night, rather than calling a help line.Using computer vision, Drishyam.AI analyzes the issue and communicates directly with manufacturers, rather than going through retail outlets. This is more efficient because a product’s lifetime warranty is usually held by the company that made it, rather than the stores selling it like Home Depot and Lowe’s.
30 Oct 2019
Ep. 37: Sergey Levine on How Deep Learning Will Unleash a Robotics Revolution
The robots that have taken on tasks in the real world - which is to say the world where physics apply - are primarily programmed to do a specific job, such as welding a joint in a car or sweeping up cat hair. So what if robots could learn, and take it a step further - what if they could teach themselves, and pass on their knowledge to other robots? Where could that take machines, and the notion of machine intelligence? And how fast could we get there? Those are the questions our guest Sergey Levine, an assistant professor at UC Berkeley's department of Electrical Engineering and Computer Sciences, is finding answers to.
30 Aug 2017
Ep. 36: How AI Is Reshaping the Payments Industry
The next time you don’t recognize a transaction listed on your monthly Paypal statement, rest assured: AI will likely identify the culprit and help ensure it won’t happen again. With advances in machine learning and the deployments of neural networks, logistic regression-powered models are expanding their uses throughout PayPal, Vadim Kutsyy, a data scientist at the online payments company, told host Michael Copeland on this week’s edition of the AI Podcast.
23 Aug 2017
A Conversation About Go, Sci-Fi, Deep Learning and Computational Chemistry - Ep. 54
Deep learning has helped machines understand how to move pieces around a board to master, and win, Go, the most complicated game mankind has ever invented. Now it's helping a new generation of chemists better understand how to move molecules around to model new kinds of materials. Our guest, Olexandr Isayev, an assistant professor at the UNC Eshelman School of Pharmacy, at the University of North Carolina at Chapel Hill, joined our show to explain how deep learning, Go, sci-fi, and computational chemistry intersect.
20 Apr 2018