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Are you a small business owner who likes to think BIG? Then the Big Idea Podcast is for YOU. Every week, Marketing and Business experts John and Jason will provide you with a no BS, ads'free, zero upsell podcast that actually works. John and Jason have built 5 separate six-figure-plus businesses together, and know what it takes to take a small business and make it B-I-G.
 
Machine learning and artificial intelligence are dramatically changing the way businesses operate and people live. The TWIML AI Podcast brings the top minds and ideas from the world of ML and AI to a broad and influential community of ML/AI researchers, data scientists, engineers and tech-savvy business and IT leaders. Hosted by Sam Charrington, a sought after industry analyst, speaker, commentator and thought leader. Technologies covered include machine learning, artificial intelligence, de ...
 
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show series
 
Today we’re joined by Arun Kumarm, an associate professor at UC San Diego. We had the pleasure of catching up with Arun prior to the Workshop on Databases and AI at NeurIPS 2021, where he delivered the talk “The New DBfication of ML/AI.” In our conversation, we explore this “database-ification” of machine learning, a concept analogous to the transf…
 
Today we’re joined by Meredith Broussard, an associate professor at NYU & research director at the NYU Alliance for Public Interest Technology. Meredith was a keynote speaker at the recent NeurIPS conference, and we had the pleasure of speaking with her to discuss her talk from the event, and her upcoming book, tentatively titled More Than A Glitch…
 
Today we’re joined by Sebastian Bubeck a sr principal research manager at Microsoft, and author of the paper A Universal Law of Robustness via Isoperimetry, a NeurIPS 2021 Outstanding Paper Award recipient. We begin our conversation with Sebastian with a bit of a primer on convex optimization, a topic that hasn’t come up much in previous interviews…
 
Today we’re joined by friend of the show John Bohannon, the director of science at Primer AI, to help us showcase all of the great achievements and accomplishments in NLP in 2021! In our conversation, John shares his two major takeaways from last year, 1) NLP as we know it has changed, and we’re back into the incremental phase of the science, and 2…
 
Ian's been working in the Corporate world for Lloyds Bank 21 years ago. Yes he started there when he was 11! Buying his first investment property in 2014 his Corporate job was flipped upside in 2016 and the penny clicked that he should create a lifestyle around property rather than a life around his job. Ian now has interests in property investment…
 
Happy New Year! We’re excited to kick off 2022 joined by Georgia Gkioxari, a research scientist at Meta AI, to showcase the best advances in the field of computer vision over the past 12 months, and what the future holds for this domain. Welcome back to AI Rewind! In our conversation Georgia highlights the emergence of the transformer model in CV r…
 
Today we close out the 2021 NeurIPS series joined by Alison Gopnik, a professor at UC Berkeley and an invited speaker at the Causal Inference & Machine Learning: Why now? Workshop. In our conversation with Alison, we explore the question, “how is it that we can know so much about the world around us from so little information?,” and how her backgro…
 
Today we continue our NeurIPS coverage joined by Tina Eliassi-Rad, a professor at Northeastern University, and an invited speaker at the I Still Can't Believe It's Not Better! Workshop. In our conversation with Tina, we explore her research at the intersection of network science, complex networks, and machine learning, how graphs are used in her wo…
 
Today we’re excited to kick off our annual NeurIPS, joined by Oriol Vinyals, the lead of the deep learning team at Deepmind. We cover a lot of ground in our conversation with Oriol, beginning with a look at his research agenda and why the scope has remained wide even through the maturity of the field, his thoughts on transformer models and if they …
 
Today we’re joined by Michael McCourt the head of engineering at SigOpt. In our conversation with Michael, we explore the vast space around the topic of optimization, including the technical differences between ML and optimization and where they’re applied, what the path to increasing complexity looks like for a practitioner and the relationship be…
 
Today we conclude our AWS re:Invent coverage joined by Brian Granger, a senior principal technologist at Amazon Web Services, and a co-creator of Project Jupyter. In our conversion with Brian, we discuss the inception and early vision of Project Jupyter, including how the explosion of machine learning and deep learning shifted the landscape for the…
 
Today we continue our 2021 re:Invent series joined by Jack Berkowitz, chief data officer at ADP. In our conversation with Jack, we explore the ever evolving role and growth of machine learning at the company, from the evolution of their ML platform, to the unique team structure. We discuss Jack’s perspective on data governance, the broad use cases …
 
Today we’re joined by Bratin Saha, vice president and general manager at Amazon. In our conversation with Bratin, we discuss quite a few of the recent ML-focused announcements coming out of last weeks re:Invent conference, including new products like Canvas and Studio Lab, as well as upgrades to existing services like Ground Truth Plus. We explore …
 
Social Justice Alchemy with the Anarcho-Tomunists. Blog (with transcripts) - https://surgoshan.blogspot.com/ SJA Podcast - http://www.buzzsprout.com/182448 YouTube Channels - https://www.youtube.com/channel/UC5efDOe2Woce52_nR5fNsGg https://www.youtube.com/channel/UCHc3lNYZVAPpWumofccX5Og https://www.youtube.com/channel/UC67Yp-W3zaRvhMGPdCkEU7A Patr…
 
Today we’re joined by Doug Burdick, a principal research staff member at IBM Research. In a recent interview, Doug’s colleague Yunyao Li joined us to talk through some of the broader enterprise NLP problems she’s working on. One of those problems is making documents machine consumable, especially with the traditionally archival file type, the PDF. …
 
ALB84 – The Christmas Special 2021 It’s the most wonderful time of the year Christmas just would not be the same without the annual tradition of John and Jason rounding their year up in true ALB style. Have you played Whamageddon? If you don’t know what that is, you will know and you will want to play. Is Die Hard a Christmas film? This is a jam or…
 
Today we’re joined by Shayan Mortazavi, a data science manager at Accenture. In our conversation with Shayan, we discuss his talk from the recent SigOpt HPC & AI Summit, titled A Novel Framework Predictive Maintenance Using Dl and Reliability Engineering. In the talk, Shayan proposes a novel deep learning-based approach for prognosis prediction of …
 
Evergreen Assets is OUT NOW! Get a FREE sample chapter at https://bigidea.co.uk/evergreen-assets In this bonus episode of the ALB podcast, John reads the opening chapter of the book LIVE (including a rather "interesting" attempt at singing a Christmas song), as well as a bonus chapter that isn't in the print version of the book.…
 
Today we’re joined by friend-of-the-show Nasrin Mostafazadeh, co-founder of Verneek. Though Verneek is still in stealth, Nasrin was gracious enough to share a bit about the company, including their goal of enabling anyone to make data-informed decisions without the need for a technical background, through the use of innovative human-machine interfa…
 
Today we’re joined by Julie Shah, a professor at the Massachusetts Institute of Technology (MIT). Julie’s work lies at the intersection of aeronautics, astronautics, and robotics, with a specific focus on collaborative and interactive robotics. In our conversation, we explore how robots would achieve the ability to predict what their human collabor…
 
Social Justice Alchemy with the Anarcho-Tomunists. Blog (with transcripts) - https://surgoshan.blogspot.com/ SJA Podcast - http://www.buzzsprout.com/182448 YouTube Channels - https://www.youtube.com/channel/UC5efDOe2Woce52_nR5fNsGg https://www.youtube.com/channel/UCHc3lNYZVAPpWumofccX5Og https://www.youtube.com/channel/UC67Yp-W3zaRvhMGPdCkEU7A Patr…
 
Today we’re joined by Yunyao Li, a senior research manager at IBM Research. Yunyao is in a somewhat unique position at IBM, addressing the challenges of enterprise NLP in a traditional research environment, while also having customer engagement responsibilities. In our conversation with Yunyao, we explore the challenges associated with productizing…
 
Today we’re joined by Kim Branson, the SVP and global head of artificial intelligence and machine learning at GSK. We cover a lot of ground in our conversation, starting with a breakdown of GSK’s core pharmaceutical business, and how ML/AI fits into that equation, use cases that appear using genetics data as a data source, including sequential lear…
 
Social Justice Alchemy with the Anarcho-Tomunists. Blog (with transcripts) - https://surgoshan.blogspot.com/ SJA Podcast - http://www.buzzsprout.com/182448 YouTube Channels - https://www.youtube.com/channel/UC5efDOe2Woce52_nR5fNsGg https://www.youtube.com/channel/UCHc3lNYZVAPpWumofccX5Og https://www.youtube.com/channel/UC67Yp-W3zaRvhMGPdCkEU7A Patr…
 
Today we’re joined by David Ha, a research scientist at Google. In nature, there are many examples of “bottlenecks”, or constraints, that have shaped our development as a species. Building upon this idea, David posits that these same evolutionary bottlenecks could work when training neural network models as well. In our conversation with David, we …
 
Social Justice Alchemy with the Anarcho-Tomunists. Blog (with transcripts) - https://surgoshan.blogspot.com/ SJA Podcast - http://www.buzzsprout.com/182448 YouTube Channels - https://www.youtube.com/channel/UC5efDOe2Woce52_nR5fNsGg https://www.youtube.com/channel/UCHc3lNYZVAPpWumofccX5Og https://www.youtube.com/channel/UC67Yp-W3zaRvhMGPdCkEU7A Patr…
 
Today we’re joined by Luke Stark, an assistant professor at Western University in London, Ontario. In our conversation with Luke, we explore the existence and use of facial recognition technology, something Luke has been critical of in his work over the past few years, comparing it to plutonium. We discuss Luke’s recent paper, “Physiognomic Artific…
 
Social Justice Alchemy with the Anarcho-Tomunists. Blog (with transcripts) - https://surgoshan.blogspot.com/ SJA Podcast - http://www.buzzsprout.com/182448 YouTube Channels - https://www.youtube.com/channel/UC5efDOe2Woce52_nR5fNsGg https://www.youtube.com/channel/UCHc3lNYZVAPpWumofccX5Og https://www.youtube.com/channel/UC67Yp-W3zaRvhMGPdCkEU7A Patr…
 
Today we’re joined by Francesc Joan Riera, an applied machine learning engineer at The LEGO Group. In our conversation, we explore the ML infrastructure at LEGO, specifically around two use cases, content moderation and user engagement. While content moderation is not a new or novel task, but because their apps and products are marketed towards chi…
 
ALB83 – The man with the BEST podcast voice This month’s guest is fellow One Percenter Jonathan Rees. Jonathan delivers soft-skills workshops, strategic facilitation, keynote talks and 1:1 coaching, building on experience from corporate life including 14 years at Hewlett Packard, where he led a virtual team spread across the globe. Jonathan helps b…
 
Today we’re joined by Hamel Husain, Staff Machine Learning Engineer at GitHub. Over the last few years, Hamel has had the opportunity to work on some of the most popular open source projects in the ML world, including fast.ai, nbdev, fastpages, and fastcore, just to name a few. In our conversation with Hamel, we discuss his journey into Silicon Val…
 
In today’s episode, we are joined by Julianna Ianni, vice president of AI research & development at Proscia. In our conversation, Julianna shares her and her team’s research focused on developing applications that would help make the life of pathologists easier by enabling tasks to quickly and accurately be diagnosed using deep learning and AI. We …
 
Today we’re joined by Akshat Kaul, the head of data science and machine learning at Redfin. We’re all familiar with Redfin, but did you know that redfin.com is the largest real estate brokerage site in the US? In our conversation with Akshat, we discuss the history of ML at Redfin and a few of the key use cases that ML is currently being applied to…
 
Today we’re joined by Edward Raff, chief scientist and head of the machine learning research group at Booz Allen Hamilton. Edward’s work sits at the intersection of machine learning and cybersecurity, with a particular interest in malware analysis and detection. In our conversation, we look at the evolution of adversarial ML over the last few years…
 
Today we’re joined by Andrea Banino, a research scientist at DeepMind. In our conversation with Andrea, we explore his interest in artificial general intelligence by way of episodic memory, the relationship between memory and intelligence, the challenges of applying memory in the context of neural networks, and how to overcome problems of generaliz…
 
Social Justice Alchemy with the Anarcho-Tomunists. Blog (with transcripts) - https://surgoshan.blogspot.com/ SJA Podcast - http://www.buzzsprout.com/182448 YouTube Channels - https://www.youtube.com/channel/UC5efDOe2Woce52_nR5fNsGg https://www.youtube.com/channel/UCHc3lNYZVAPpWumofccX5Og https://www.youtube.com/channel/UC67Yp-W3zaRvhMGPdCkEU7A Patr…
 
Take our survey at twimlai.com/survey21! Today we’re joined by Tim Rocktäschel, a research scientist at Facebook AI Research and an associate professor at University College London (UCL). Tim’s work focuses on training RL agents in simulated environments, with the goal of these agents being able to generalize to novel situations. Typically, this is…
 
Social Justice Alchemy with the Anarcho-Tomunists. Blog (with transcripts) - https://surgoshan.blogspot.com/ SJA Podcast - http://www.buzzsprout.com/182448 YouTube Channels - https://www.youtube.com/channel/UC5efDOe2Woce52_nR5fNsGg https://www.youtube.com/channel/UCHc3lNYZVAPpWumofccX5Og https://www.youtube.com/channel/UC67Yp-W3zaRvhMGPdCkEU7A Patr…
 
In this special episode of the show, we’re excited to bring you our conversation with Prashanth Chandrasekar, CEO of Stack Overflow. This interview was recorded as a part of the annual Prosus AI Marketplace event. In our discussion with Prashanth, we explore the impact the pandemic has had on Stack Overflow, how they think about community and enabl…
 
Today we’re joined by Joseph Soriaga, a senior director of technology at Qualcomm. In our conversation with Joseph, we focus on a pair of papers that he and his team will be presenting at Globecom later this year. The first, Neural Augmentation of Kalman Filter with Hypernetwork for Channel Tracking, details the use of deep learning to augment an a…
 
#ALB82 – John Warrillow This month’s episode is slightly different, as you know we normally chat with a client, but today we are taking to bestselling author John Warrillow, who is the author of best-selling book Built to Sell: Creating a Business That Can Thrive Without You was recognized by both Fortune and Inc. as one of the best business books …
 
Today we’re joined by Kanaka Rajan, an assistant professor at the Icahn School of Medicine at Mt Sinai. Kanaka, who is a recent recipient of the NSF Career Award, bridges the gap between the worlds of biology and artificial intelligence with her work in computer science. In our conversation, we explore how she builds “lego models” of the brain that…
 
Social Justice Alchemy with the Anarcho-Tomunists. Blog (with transcripts) - https://surgoshan.blogspot.com/ SJA Podcast - http://www.buzzsprout.com/182448 YouTube Channels - https://www.youtube.com/channel/UC5efDOe2Woce52_nR5fNsGg https://www.youtube.com/channel/UCHc3lNYZVAPpWumofccX5Og https://www.youtube.com/channel/UC67Yp-W3zaRvhMGPdCkEU7A Patr…
 
Today we’re joined by a friend of the show and return guest Ville Tuulos, CEO and co-founder of Outerbounds. In our previous conversations with Ville, we explored his experience building and deploying the open-source framework, Metaflow, while working at Netflix. Since our last chat, Ville has embarked on a few new journeys, including writing the u…
 
Today we’re joined by Li Jiang, a distinguished engineer at Microsoft working on Azure Speech. In our conversation with Li, we discuss his journey across 27 years at Microsoft, where he’s worked on, among other things, audio and speech recognition technologies. We explore his thoughts on the advancements in speech recognition over the past few year…
 
Social Justice Alchemy with the Anarcho-Tomunists. Blog (with transcripts) - https://surgoshan.blogspot.com/ SJA Podcast - http://www.buzzsprout.com/182448 YouTube Channels - https://www.youtube.com/channel/UC5efDOe2Woce52_nR5fNsGg https://www.youtube.com/channel/UCHc3lNYZVAPpWumofccX5Og https://www.youtube.com/channel/UC67Yp-W3zaRvhMGPdCkEU7A Patr…
 
Social Justice Alchemy with the Anarcho-Tomunists. Blog (with transcripts) - https://surgoshan.blogspot.com/ SJA Podcast - http://www.buzzsprout.com/182448 YouTube Channels - https://www.youtube.com/channel/UC5efDOe2Woce52_nR5fNsGg https://www.youtube.com/channel/UCHc3lNYZVAPpWumofccX5Og https://www.youtube.com/channel/UC67Yp-W3zaRvhMGPdCkEU7A Patr…
 
Social Justice Alchemy with the Anarcho-Tomunists. Blog (with transcripts) - https://surgoshan.blogspot.com/ SJA Podcast - http://www.buzzsprout.com/182448 YouTube Channels - https://www.youtube.com/channel/UC5efDOe2Woce52_nR5fNsGg https://www.youtube.com/channel/UCHc3lNYZVAPpWumofccX5Og https://www.youtube.com/channel/UC67Yp-W3zaRvhMGPdCkEU7A Patr…
 
Today we’re joined by Sandra Wacther, an associate professor and senior research fellow at the University of Oxford. Sandra’s work lies at the intersection of law and AI, focused on what she likes to call “algorithmic accountability”. In our conversation, we explore algorithmic accountability in three segments, explainability/transparency, data pro…
 
Social Justice Alchemy with the Anarcho-Tomunists. Blog (with transcripts) - https://surgoshan.blogspot.com/ SJA Podcast - http://www.buzzsprout.com/182448 YouTube Channels - https://www.youtube.com/channel/UC5efDOe2Woce52_nR5fNsGg https://www.youtube.com/channel/UCHc3lNYZVAPpWumofccX5Og https://www.youtube.com/channel/UC67Yp-W3zaRvhMGPdCkEU7A Patr…
 
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