Shows
Super Data Science: ML & AI Podcast with Jon Krohn872: Microsoft’s “Majorana 1” Chip Brings Quantum ML CloserIn this five-minute Friday, Jon Krohn looks into Microsoft’s recent release of Majorana 1, a new quantum processing unit that uses topological qubits, a step away from the fragile qubits currently in use. Get Jon’s thoughts about this “transistor for the quantum age”, potential applications for quantum computing, and why this marks an exciting future for data science and machine learning practitioners.Additional materials: www.superdatascience.com/872Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.2025-03-2112 min
Super Data Science: ML & AI Podcast with Jon Krohn870: OpenAI’s “Deep Research”: Get Days of Human Work Done in MinutesIn this Five-Minute Friday, Jon Krohn looks into what he considers the world’s most powerful research tool to date, OpenAI’s Deep Research. Find out how OpenAI trained Deep Research to compile literature reviews of limitless topics, what similar tools are on the market, and where Jon sees the tool as having real-world value including how he uses it daily.Additional materials: www.superdatascience.com/870Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.2025-03-1417 min
Super Data Science: ML & AI Podcast with Jon Krohn862: In Case You Missed It in January 2025In this episode of “In Case You Missed It”, Jon Krohn shares his favorite clips from the last four weeks. He talks to Azeem Azhar, Florian Neukart, Kirill Eremenko, Hadelin de Ponteves, and Brooke Hopkins on what’s in store for AI in 2025, from quantum computing and customizable tools to handy checklists and how the mathematics of exponentials can help us keep our heads about the swift advancement of AI.Additional materials: www.superdatascience.com/862Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.2025-02-1431 min
Super Data Science: ML & AI Podcast with Jon Krohn861: From Pro Athlete to Data Engineer: Colleen Fotsch’s Inspiring JourneyHow does a CrossFit winner, bobsledder and swimmer go on to have a glittering career in data analytics and engineering? Colleen Fotsch talks to Jon Krohn about transitioning into very different career paths, how sports gave her the competitive mindset she needed for success in data science, and seeing the niche role of analytics engineering as a bridge between data engineering and analysis.Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.In this episode you will learn:
(05:49) Colleen’s path from athlete to...2025-02-112h 00
Super Data Science: ML & AI Podcast with Jon Krohn860: DeepSeek R1: SOTA Reasoning at 1% of the CostDeepSeek-curious? This Five-Minute Friday is for you! Jon Krohn investigates the overwhelming overnight success of this new LLM, the product of a Chinese hedge fund. DeepSeek is a market newcomer, and yet it runs shoulder to shoulder with behemoths from OpenAI, Anthropic and Google like it’s all in a day’s work.Additional materials: www.superdatascience.com/860Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.2025-02-0713 min
Super Data Science: ML & AI Podcast with Jon Krohn859: BAML: The Programming Language for AI, with Vaibhav GuptaIn this week’s guest interview, Vaibhav Gupta talks to Jon Krohn about creating a programming language, BAML, that helps companies save up to 30% on their AI costs. He explains how he started tailoring BAML to facilitate natural language generation interactions with AI models, how BAML helps companies optimize their outputs, and he also lets listeners into Boundary’s hiring process.This episode is brought to you by ODSC, the Open Data Science Conference. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.In this...2025-02-0459 min
Super Data Science: ML & AI Podcast with Jon Krohn858: Are You The Account Executive We’re Looking For?Are you an Account Executive with experience in the technology sector? In this Five-Minute Friday, Jon Krohn tells listeners about an exciting new role that has opened up at The SuperDataScience Podcast.Additional materials: www.superdatascience.com/858Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.2025-01-3107 min
Super Data Science: ML & AI Podcast with Jon Krohn857: How to Ensure AI Agents Are Accurate and Reliable, with Brooke HopkinsBrooke Hopkins speaks to Jon Krohn about technology’s new frontiers in AI agents, how these agents will impact society, work and our creative enterprises, and what this might mean for our data-driven future. You will learn how Coval, a simulation and evaluation platform for AI voice and chat agents, helps companies balance precision and scalability while making few concessions on the way. This episode is brought to you by ODSC, the Open Data Science Conference. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.I...2025-01-281h 22
Super Data Science: ML & AI Podcast with Jon Krohn856: The Fastest-Growing Jobs Are AI JobsGet excited: The fastest-growing jobs in the US are AI Engineer and AI Consultant. In this Five-Minute Friday, Jon Krohn looks into the reports that reveal this job growth, and the trends any data scientist and AI professional will want to watch in 2025.Additional materials: www.superdatascience.com/856Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.2025-01-2410 min
Super Data Science: ML & AI Podcast with Jon Krohn855: Exponential Views on AI and Humanity’s Greatest Challenges, with Azeem AzharHow can we use AI to solve global problems like the environmental crisis, and how will future AI start to manage increasingly complex workflows? Famed futurist Azeem Azhar talks to Jon Krohn about the future of AI as a force for good, how we can stay mindful of an evolving job market, and Azeem’s favorite tools for automating his workflows.This episode is brought to you by ODSC, the Open Data Science Conference. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.In th...2025-01-211h 28
Super Data Science: ML & AI Podcast with Jon Krohn854: The Six Epochs of Intelligence EvolutionJoin Jon Krohn as he unpacks Ray Kurzweil’s six epochs of intelligence evolution, a fascinating framework from The Singularity is Nearer. From the origins of atoms and molecules to the transformative future of brain-computer interfaces and cosmic intelligence, Jon explores how each stage builds upon the last. This quick yet profound journey reveals how humanity is shaping the Fifth Epoch—and hints at what’s next for intelligence in our universe.Additional materials: www.superdatascience.com/854Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponso...2025-01-1713 min
Super Data Science: ML & AI Podcast with Jon Krohn853: Generative AI for Business, with Kirill Eremenko and Hadelin de PontevesKirill Eremenko and Hadelin de Ponteves AI educators, whose courses have been taken by over 3 Million students, sit down with Jon Krohn to talk about how foundation models are transforming businesses. From real-world examples to clever customization techniques and powerful AWS tools, they cover it all.bravotech.ai - Partner with Kirill & Hadelin for GenAI implementation and training in your business. Mention the “SDS Podcast” in your inquiry to start with 3 complimentary hours of consulting.This episode is brought to you by ODSC, the Open Data Science Conference. Interested in s...2025-01-141h 29
Super Data Science: ML & AI Podcast with Jon Krohn852: In Case You Missed It in December 2024AI security, LLM engineering, how to choose the best LLM, and tech agnosticism: In our first “In Case You Missed It” of 2025, Jon Krohn starts the year with a round-up of our favorite recent interview moments. He selects from interviews with Andrew Ng, Ed Donner, Eiman Ebrahimi, Sadie St Lawrence, and Greg Epstein, covering the latest in AI development, touching on agentic workflows, promising new roles in AI, and what blew our minds last year.Additional materials: www.superdatascience.com/852Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@supe...2025-01-1040 min
Super Data Science: ML & AI Podcast with Jon Krohn851: Quantum ML: Real-World Applications Today, with Dr. Florian NeukartAre our passwords safe, even with the increasing accessibility of quantum computing? Florian Neukart, Chief Product Officer at Terra Quantum AG, thinks so. In this episode, he outlines the three key elements of quantum-safe security. He speaks to Jon Krohn about the resourceful applications of quantum computing and workarounds for the demands of quantum computing on operational times and cooling systems. And if you’re interested in making the switch to quantum computing from machine learning, he also explores what you need (and don’t need) to make change happen.Interested in sponsoring a Supe...2025-01-071h 11
Super Data Science: ML & AI Podcast with Jon Krohn850: Continuous Calendar for 2025A new year often draws our focus towards fresh approaches to the way we work and structure our day. For Jon Krohn, the continuous calendar gives him a realistic and uninterrupted overview of his time. Plus, it’s customizable and free! In this episode, Jon also shares his plans and priorities for the New Year, and he recommends how you can assess and achieve your goals for the year; critical advice for anyone who wants to create manageable and sustainable milestones in 2025.Additional materials: www.superdatascience.com/850Interested in spo...2025-01-0305 min
Super Data Science: ML & AI Podcast with Jon Krohn849: 2025 AI and Data Science Predictions, with Sadie St. LawrenceSadie St Lawrence returns for her 4th annual prediction episode on the Super Data Science Podcast. Together with host Jon Krohn, they reflect on 2024’s most transformative trends—like agentic AI and enterprise AI monetization—and predict what's coming in 2025, from AI-driven science to the skills data scientists need to stay ahead.Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.In this episode you will learn:
(03:30) 2024 AI trend recap
(19:23) Comeback of the year: Google
(27:29) Wow moment of the year
(40:20) Looking ahead to 2025
...2024-12-311h 18
Super Data Science: ML & AI Podcast with Jon Krohn848: Happy Holidays from the SuperDataScience PodcastIn this Five-Minute Friday episode, Jon Krohn reflects on 2024’s monumental year in AI, highlighting the rapid rise of generative AI and its impact across industries. From functional coding breakthroughs to independently acting AI agents, we explore the transformative power of these advancements and the promise they hold for 2025. Jon shares optimism for the future of AI and humanity's ability to harness it for the greater good.Additional materials: www.superdatascience.com/848Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.2024-12-2703 min
Super Data Science: ML & AI Podcast with Jon Krohn847: AI Engineering 101, with Ed DonnerEd Donner co-founded AI-driven recruitment platform, Nebula.io, with The SuperDataScience Podcast’s host, Jon Krohn. Ed and Jon reminisce about how they launched their company, the growing opportunities for data scientists, how to choose an LLM, and today’s top technical terms in AI. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.In this episode you will learn:
(11:15) What an AI engineer does
(19:23) Defining today’s key terms in AI: RAG, fine tuning, agentic.
(27:09) How to select an LLM
(49:41) Pitting LLMs against...2024-12-241h 12
Super Data Science: ML & AI Podcast with Jon Krohn846: Making Enterprise Data Ready for AI, with Anu Jain and Mahesh KumarIn this Five-Minute Friday, Jon Krohn speaks to Anu Jain, CEO of Nexus Cognitive, and Mahesh Kumar, CMO of Acceldata. They talk about the importance of updating data, especially for predictive models that make key financial decisions for a company, as well as the current state of data governance and why it’s overdue its own update.Additional materials: www.superdatascience.com/846Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.2024-12-2018 min
Super Data Science: ML & AI Podcast with Jon Krohn844: In Case You Missed It in November 2024In this episode of “In Case You Missed It”, in which we round up our favorite moments from the previous month of interviews, Jon Krohn asks his guests about the future of recruitment and job applications, the multiple pathways to a career in AI, the potential of AI in developing proteins for improved healthcare, and how “AI celebrity” doesn’t necessarily equate to “AI expert”.Additional materials: www.superdatascience.com/844Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.2024-12-1338 min
Super Data Science: ML & AI Podcast with Jon Krohn841: Andrew Ng on AI Vision, Agents and Business ValueIn this special episode recorded live at ScaleUp:AI in New York, Jon Krohn speaks to Andrew Ng in response to his conference talk on smart agentic AI workflows. Jon follows up with Andrew about smart agentic workflows and when to use them, how businesses should direct their efforts in investing in AI, and the new ways that AI tools can process visual and unstructured data.Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.In this episode you will learn:
(06:13) How to...2024-12-0326 min
Super Data Science: ML & AI Podcast with Jon Krohn838: Consciousness and Machines, with Jennifer K. HillJon Krohn heads to Lisbon for an interview hosted by Bella Shing, Chapter Lead for Light Dao. He shares the stage with Regarding Consciousness podcast host, Jennifer Hill, where the three discuss AI philosophy and consciousness.Additional materials: www.superdatascience.com/838Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.2024-11-2244 min
Super Data Science: ML & AI Podcast with Jon Krohn837: Career Success in the AI Era, with Deepali VyasDeepali Vyas, Global Head of Applied Intelligence (Data Science & AI) and FinTech at Korn Ferry, talks to Jon Krohn about the best ways for data science and AI professionals to get seen and hired. Hear why video, not text, is the future of recruitment, how to get over camera shyness, and how to make a winning impression on job recruiters.Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.In this episode you will learn:
(09:49) On using GenAI to get hired
(27:44) The future of...2024-11-191h 10
Super Data Science: ML & AI Podcast with Jon Krohn835: AI Systems as Productivity Engines, with You.com’s Bryan McCannAI systems are evolving rapidly, and in this episode, Bryan McCann, CTO of You.com, explains You.com’s unique approach to search, the impact of AI-driven research, and the game-changing potential of AI agents. With a background in natural language processing and philosophy, Bryan joins Jon Krohn to share a fresh perspective on where AI is headed and what it means for the future of work and scientific discovery.Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.In this episode you will lear...2024-11-121h 33
Super Data Science: ML & AI Podcast with Jon Krohn834: In Case You Missed It in October 2024Jon Krohn starts the month with his round-up of favorite clips from the previous month. Hear from Bradley Voytek, Natalie Monbiot, Luca Antiga, Chad Sanderson, and Ritchie Vink in conversations about the ongoing potential of AI. Additional materials: www.superdatascience.com/834Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.2024-11-0844 min
Super Data Science: ML & AI Podcast with Jon Krohn833: The 10 Reasons AI Projects Fail, with Dr. Martin GoodsonMartin Goodson speaks to Jon Krohn about what he would add to his viral article “Ten Ways Your Data Project is Going to Fail”, why practitioners always need to be present at AI policy discussions, and Evolution AI’s breakthroughs in computer vision and NLP.This episode is brought to you by epic LinkedIn Learning instructor Keith McCormick. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.In this episode you will learn:
(04:25) What Evolution AI does
(11:41) How to maintain accuracy in large infrastru...2024-11-051h 25
Super Data Science: ML & AI Podcast with Jon Krohn832: The Anthropic CEO’s Techno-UtopiaHost Jon Krohn unpacks Dario Amodei’s vision of a techno-utopia in his essay Machines of Loving Grace, where “Powerful AI” takes center stage. Amodei, CEO of Anthropic, imagines a future where AI doesn’t just assist but actively shapes fields like healthcare, economics, and governance with unmatched intelligence and autonomy. Jon explores the possibilities and challenges of this AI-driven future, asking how close we are to seeing these revolutionary shifts and what they mean for society.Additional materials: www.superdatascience.com/832Interested in sponsoring a SuperDataScience Podcast episode? Email na...2024-11-0108 min
Super Data Science: ML & AI Podcast with Jon Krohn831: PyTorch Lightning, Lit-Serve and Lightning Studios, with Dr. Luca AntigaPyTorch Lightning is revolutionizing the AI landscape, and Dr. Luca Antiga, CTO of Lightning AI, joins host Jon Krohn to explain how. In this episode, they explore the tools pushing AI development forward, from Lightning Studios to Lit-Serve, and discuss the game-changing rise of small language models that challenge industry giants with precision and speed. Luca also shares his vision for developers in an AI-enhanced world, where coding meets creativity and collaboration with intelligent tools.This episode is brought to you by epic LinkedIn Learning instructor Keith McCormick, and by ODSC, the Open Data...2024-10-291h 23
Super Data Science: ML & AI Podcast with Jon Krohn830: The “A.I.” Nobel Prizes (in Physics and Chemistry??)Geoffrey Hinton and Sir Demis Hassabis: The Nobel Prize committee is an achievement of the highest order, awarding physicists, chemists, physiologists, medical practitioners, writers, pacifists and economists perhaps the greatest honor in their respective fields. In this week’s Five-Minute Friday, Jon Krohn discusses how two AI pioneers came to win prizes in chemistry and physics.Additional materials: www.superdatascience.com/830Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.2024-10-2510 min
Super Data Science: ML & AI Podcast with Jon Krohn829: Neuroscience Fueled by ML, with Prof. Bradley VoytekNeuroscientist Bradley Voytek outlines to Jon Krohn the incredible use of data science and machine learning in his research and how recent discoveries in action potentials and neurons have completely skyrocketed the field to a new understanding of the brain and its functions. You’ll also hear what Bradley thinks is most important when hiring data scientists and his contributions to Uber’s algorithm when it was still a startup. This episode is brought to you by epic LinkedIn Learning instructor Keith McCormick, and by Gurobi, the Decision Intelligence Leader. Interested in sponsoring a Super...2024-10-221h 36
Super Data Science: ML & AI Podcast with Jon Krohn828: Are “Citizen Data Scientists” A Myth? With Keith McCormickThe citizen data scientist: Fact or fiction? Jon Krohn holds a conversation across episodes in this Five-Minute Friday, with today’s guest Keith McCormick, in part responding to Nick Elprin’s interview in episode 811: Scaling Data Teams Effectively.Additional materials: www.superdatascience.com/828Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.2024-10-1819 min
Super Data Science: ML & AI Podcast with Jon Krohn827: Polars: Past, Present and Future, with Polars Creator Ritchie VinkRitchie Vink, CEO and Co-Founder of Polars, Inc., speaks to Jon Krohn about the new achievements of Polars, an open-source library for data manipulation. This is the episode for any data scientist on the fence about using Polars, as it explains how Polars managed to make such improvements, the APIs and integration libraries that make it so versatile, and what’s next for this efficient library.This episode is brought to you by epic LinkedIn Learning instructor Keith McCormick, by Gurobi, the Decision Intelligence Leader, and by ODSC, the Open Data Science Conference. Interested in...2024-10-151h 13
Super Data Science: ML & AI Podcast with Jon Krohn826: In Case You Missed It in September 2024Next-gen IDEs, efficiency-boosting open-source Python libraries, and changes in hiring for data scientists: This episode of In Case You Missed It gives you our best clips of September’s interviews, hosted by Jon Krohn.Additional materials: www.superdatascience.com/826Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.2024-10-1141 min
Super Data Science: ML & AI Podcast with Jon Krohn825: Data Contracts: The Key to Data Quality, with Chad SandersonData contracts are redefining data quality and governance, and Chad Sanderson, CEO of Gable.ai, joins host Jon Krohn to explain how they can transform your data strategy. He breaks down what data contracts are, how they shift data quality checks closer to production, and why they’re essential for reducing data debt. Chad also highlights how better alignment between data producers and consumers can elevate data reliability and tackle change-management challenges in modern organizations.This episode is brought to you by epic LinkedIn Learning instructor Keith McCormick, and by Gurobi, the Decision Intelligence Le...2024-10-081h 02
Super Data Science: ML & AI Podcast with Jon Krohn824: Llama 3.2: Open-Source Edge and Multimodal LLMsLlama 3.2 brings a new era of AI innovation with lightweight models tailored for on-device applications and powerful vision models for handling complex image inputs. Host Jon Krohn explores how this release pushes the boundaries of open-source AI, making it more accessible and versatile for developers. He also covers the Llama Stack toolkit, designed to streamline deployment, and Llama Guard 3, Meta’s latest content moderation solution. With extensive support from major cloud and hardware partners, Llama 3.2 is set to unlock groundbreaking possibilities for AI across mobile and beyond. Tune in to hear more.Additional materials: ww...2024-10-0413 min
Super Data Science: ML & AI Podcast with Jon Krohn823: Virtual Humans and AI Clones, with Natalie MonbiotVirtual humans are rewriting the rules of digital communication and reshaping entire industries. This week, Jon Krohn welcomes Natalie Monbiot, Head of Strategy at Hour One, to shed light on how AI avatars are revolutionizing L&D and e-commerce by turning traditional training and product listings into captivating, presenter-led content.This episode is brought to you by epic LinkedIn Learning instructor Keith McCormick, by Gurobi, the Decision Intelligence Leader, and by ODSC, the Open Data Science Conference. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information....2024-10-011h 20
Super Data Science: ML & AI Podcast with Jon Krohn822: NotebookLM: Jaw-Dropping Podcast Episodes Generated About Your DocumentsNotebookLM, Google’s latest AI tool, takes content creation to a new level. This week, Jon Krohn shares how the platform transformed his 200-page dissertation into a fascinating 11-minute podcast. Discover how AI can turn vast amounts of information into engaging and digestible content, opening up new possibilities for content creation.Additional materials: www.superdatascience.com/822Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.2024-09-2719 min
Super Data Science: ML & AI Podcast with Jon Krohn821: The Skills You Need to Be an Effective Data Scientist, with Marck VaismanMarck Vaisman speaks to Jon Krohn about his paradigm for understanding core data practitioner types. Hear Marck detail the four data practitioner personas that he has identified in his research, why he believes the roadmaps that influencers like to promote as surefire ways to a data science career don’t work in practice, and why the term “data scientist” is still so elusive and hard to recruit for.This episode is brought to you by Gurobi, the Decision Intelligence Leader. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.2024-09-241h 13
Super Data Science: ML & AI Podcast with Jon Krohn820: OpenAI's o1 "Strawberry" ModelsJon Krohn takes OpenAI’s new models (o1-preview and o1-mini) for a spin in this Five-Minute Friday, learning their key strengths and limitations, and how the o1 series may represent yet another landmark for generative AI.Additional materials: www.superdatascience.com/820Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.2024-09-2027 min
Super Data Science: ML & AI Podcast with Jon Krohn819: PyTorch: From Zero to Hero, with Luka AnicinSuperDataScience veteran and Udemy teacher Luka Anicin is on the podcast to talk about his brand-new course, “PyTorch: From Zero to Hero”, available exclusively on superdatascience.com. Host Jon Krohn asks Luka why he feels that every data scientist should consider PyTorch as their default Python library, and why “keeping it simple” can secure the success of a machine learning project.This episode is brought to you by AWS Inferentia and AWS Trainium, and by Gurobi, the Decision Intelligence Leader. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.2024-09-171h 06
Super Data Science: ML & AI Podcast with Jon Krohn816: Explaining AGI to a 94-Year-OldJon Krohn takes on a listener's challenge to explain his work in data science to his 94-year-old grandmother, Annie. This heartwarming conversation covers what data is, the role of a data scientist, and breaks down artificial intelligence (AI) and artificial general intelligence (AGI) in simple terms. The episode provides a fresh take on how to communicate complex topics to a lay audience, offering both clarity and insight.Additional materials: www.superdatascience.com/816Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.2024-09-0619 min
Super Data Science: ML & AI Podcast with Jon Krohn815: Polars: Faster DataFrame Ops, with Marco GorelliPolars, Python, Narwhals, Rust, and Pandas: Marco Gorelli talks to Jon Krohn about the many ways to use the newest data libraries available, the joys of open-source development, and the best method to win prizes in forecasting competitions.This episode is brought to you by AWS Inferentia and AWS Trainium, by Babbel, the science-backed language-learning platform, and by Gurobi, the Decision Intelligence Leader. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.In this episode you will learn:• When to use Polars vs P...2024-09-031h 27
Super Data Science: ML & AI Podcast with Jon Krohn813: Solving Business Problems Optimally with Data, with Jerry YurchisinJerry Yurchisin from Gurobi joins Jon Krohn to break down mathematical optimization, showing why it often outshines machine learning for real-world challenges. Find out how innovations like NVIDIA’s latest CPUs are speeding up solutions to problems like the Traveling Salesman in seconds.Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.In this episode you will learn:• The Burrito Optimization Game and mathematical optimization use cases [03:36]• Key differences between machine learning and mathematical optimization [05:45]• How mathematical optimization is ideal f...2024-08-271h 43
Super Data Science: ML & AI Podcast with Jon Krohn812: The AI Scientist: Towards Fully Automated, Open-Ended Scientific DiscoveryIn this episode of Five-Minute Friday, Jon Krohn investigates published findings from the startup Sakana AI and its paper’s co-authors from the University of Oxford, the University of British Columbia and the Vector Institute in Toronto. These authors explore the potential of The AI Scientist, a framework that could change the way we conduct scientific research forever.Additional materials: www.superdatascience.com/812Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.2024-08-2311 min
Super Data Science: ML & AI Podcast with Jon Krohn811: Scaling Data Science Teams Effectively, with Nick ElprinNick Elprin talks to Jon Krohn about how and when to scale a data science team and its workflows to secure a company’s commercial viability. You’ll also hear how to launch your own data science startup and why it’s so important to understand that AI tools are not one-size-fits-all.This episode is brought to you by AWS Inferentia and AWS Trainium. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.In this episode you will learn:• How Nick served enterprise...2024-08-201h 14
Super Data Science: ML & AI Podcast with Jon Krohn810: The Five Levels of Self-Driving CarsSelf-driving cars are here, and Jon Krohn is breaking down the five levels of automation that could change driving forever. From full human control at Level 0 to cars that drive themselves in any condition at Level 5, get the real story on what these levels mean. With firsthand insights from a recent autonomous vehicle experience, this episode cuts through the buzz and tells you what’s coming next.Additional materials: www.superdatascience.com/810Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.2024-08-1608 min
Super Data Science: ML & AI Podcast with Jon Krohn808: In Case You Missed It in July 2024Advice for emerging data scientists, the latest in model merging, and how GenAI can supercharge your creativity: Host Jon Krohn gives us his highlights from a month of interviews, packed with tips from some of the leading names in data science and beyond. Guests include Daliana Liu, Charles Duhigg, Charles Goddard, Rosanne Liu and Andrey Kurenkov.Additional materials: www.superdatascience.com/808Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.2024-08-0938 min
Super Data Science: ML & AI Podcast with Jon Krohn807: Superintelligence and the Six Singularities, with Dr. Daniel HulmeThe singularity could soon be upon us. The PESTLE framework, developed by this episode’s guest Daniel Hulme, expresses not one but six types of singularity that could occur: political, environmental, social, technological, legal and economic. Jon Krohn and Daniel Hulme discuss how each of these singularities could bring good to the world, aligning with human interests and pushing forward progress. They also talk about neuromorphic computing, machine consciousness, and applying AI at work.This episode is brought to you by AWS Inferentia and AWS Trainium, and by Gurobi, the Decision Intelligence Leader. Interested in...2024-08-061h 09
Super Data Science: ML & AI Podcast with Jon Krohn804: AI x Solar Power = Abundant EnergySolar power now provides 6% of the world's electricity, thanks to rapid growth. Host Jon Krohn discusses the factors driving this rise, the challenges ahead, and how AI and data science are optimizing solar technologies. Tune in for insights on the future of solar power, and don't forget to like, share, and subscribe!Additional materials: www.superdatascience.com/804Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.2024-07-2613 min
Super Data Science: ML & AI Podcast with Jon Krohn802: In Case You Missed It in June 2024How to grab investor interest with your AI startup idea, revisiting algorithms, and helping practitioners ensure AI safety with regulatory frameworks and beyond: This month, you missed a whole bunch of great interviews. But don’t worry, Jon Krohn is here to recap all the best bits for you!Additional materials: www.superdatascience.com/802Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.2024-07-1923 min
Super Data Science: ML & AI Podcast with Jon Krohn801: Merged LLMs Are Smaller And More Capable, with Arcee AI's Mark McQuade and Charles GoddardMerged LLMs are the future, and we’re exploring how with Mark McQuade and Charles Goddard from Arcee AI on this episode with Jon Krohn. Learn how to combine multiple LLMs without adding bulk, train more efficiently, and dive into different expert approaches. Discover how smaller models can outperform larger ones and leverage open-source projects for big enterprise wins. This episode is packed with must-know insights for data scientists and ML engineers. Don’t miss out!Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.In t...2024-07-161h 17
Super Data Science: ML & AI Podcast with Jon Krohn800: A Transformative Century of Technological Progress, with Annie P.The SuperDataScience Podcast is celebrating its 800th episode! Host Jon Krohn speaks to his grandmother, Annie, about growing up at a time when so many technologies we take for granted today were yet to be developed. Listen in to hear Annie’s experience of the changes in technology across 94 years and how she and her family fared in 1940s Ukraine with no electricity or running water.Additional materials: www.superdatascience.com/8002024-07-1243 min
Super Data Science: ML & AI Podcast with Jon Krohn799: AGI Could Be Near: Dystopian and Utopian Implications, with Dr. Andrey KurenkovNo-code games with GenAI, the creative possibilities of LLMs, and our proximity to AGI: In this episode, Jon Krohn talks to Andrey Kurenkov about what turned him from an AGI skeptic to a positivist. You’ll also hear about his wildly popular podcast “Last Week in AI” and how the NVIDIA-backed startup Astrocade is helping videogame enthusiasts to create their own games through generative AI. A must-listen!This episode is brought to you by AWS Inferentia and AWS Trainium. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.2024-07-091h 45
Super Data Science: ML & AI Podcast with Jon Krohn798: Claude 3.5 Sonnet: Frontier Capabilities & Slick New "Artifacts" UIClaude 3.5 Sonnet, Anthropic’s newest model, is making waves in the AI community. This mid-size model outshines the larger Claude 3 Opus in tasks like code generation, content creation, and document summarization, and it’s twice as fast. In this episode of The Super Data Science Podcast, Jon Krohn discusses its top-notch performance across benchmarks like MMLU, GPQA, and HumanEval, along with its improved machine vision capabilities. Plus, learn about the new Artifacts UI feature, which makes managing generated content easier by displaying outputs side-by-side with inputs. Tune in to find out why Claude 3.5 Sonnet is setting new standards in AI.2024-07-0515 min
Super Data Science: ML & AI Podcast with Jon Krohn796: Earth's Coming Population Collapse and How AI Can Help, with Simon KuestenmacherWant to feel optimistic about your day? In this Friday episode, Simon Kuestenmacher talks to Jon Krohn about demography: What it is, why it’s so important, and why its forecasts should give us reason to hope for a better future. In an increasingly globalized world, and with an aging population in countries with the biggest GDPs, demography is more valuable than ever.Additional materials: www.superdatascience.com/796Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.2024-06-2842 min
Super Data Science: ML & AI Podcast with Jon Krohn795: Fast-Evolving Data and AI Regulatory Frameworks, with Dr. Gina Guillaume-JosephGina Guillaume-Joseph talks to Jon Krohn about the data and regulatory frameworks set to transform the AI industry and why that’s important to anyone working with data. This episode offers a solid path to understanding AI regulation’s past, present and future. Gina walks listeners through the AI Bill of Rights, the NIST AI Risk Framework and the MITRE ATLAS threat model.This episode is brought to you by AWS Inferentia and AWS Trainium, by Crawlbase, the ultimate data crawling platform, and by Babbel, the science-backed language-learning platform. Interested in sponsoring a SuperDataScience Podcast e...2024-06-251h 07
Super Data Science: ML & AI Podcast with Jon Krohn794: Exciting (and Frightening!) Trends in Open-Source AITrends in open-source AI: Join Jon Krohn and a panel of data science icons as they discuss the most exciting and concerning developments in open-source AI. Hear insights from Drew Conway, Jared Lander, Emily Zabor, and JD Long on the transformative potential of AI and its future impact.Additional materials: www.superdatascience.com/794Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.2024-06-2111 min
Super Data Science: ML & AI Podcast with Jon Krohn793: Bayesian Methods and Applications, with Alexandre AndorraBayesian methods take the spotlight in this episode with Alex Andorra, co-founder of PyMC Labs, and Jon Krohn. Learn how Bayesian techniques handle tough problems, make the most of prior knowledge, and work wonders with limited data. Alex and Jon break down essentials like PyMC, PyStan, and NumPyro libraries, show how to boost model efficiency with PyTensor, and talk about using ArviZ for top-notch diagnostics and visualizations. Plus, get into advanced modeling with Gaussian Processes.This episode is brought to you by Crawlbase, the ultimate data crawling platform. Interested in sponsoring a SuperDataScience Podcast e...2024-06-181h 33
Super Data Science: ML & AI Podcast with Jon Krohn792: In Case You Missed It in May 2024Jon Krohn shares his favorite clips from May. Hear how Navdeep Martin is spearheading a company to tackle the climate crisis, why Sol Rashidi and Demetrios Brinkmann find nailing job titles so necessary in the fast-paced industries of tech and AI, and get the latest on embeddings with Luis Serrano.Additional materials: www.superdatascience.com/792Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.2024-06-1422 min
Super Data Science: ML & AI Podcast with Jon Krohn791: Reinforcement Learning from Human Feedback (RLHF), with Dr. Nathan LambertReinforcement learning through human feedback (RLHF) has come a long way. In this episode, research scientist Nathan Lambert talks to Jon Krohn about the technique’s origins of the technique. He also walks through other ways to fine-tune LLMs, and how he believes generative AI might democratize education.This episode is brought to you by AWS Inferentia (go.aws/3zWS0au) and AWS Trainium (go.aws/3ycV6K0), and Crawlbase (crawlbase.com), the ultimate data crawling platform. Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.2024-06-1157 min
Super Data Science: ML & AI Podcast with Jon Krohn789: ML for Wind-Powered Energy Generation, with Dr. Jason YosinskiMachine Learning for Wind Energy is front and center in this episode as Jon Krohn is joined by Dr. Jason Yosinski, CEO of Windscape AI. Dr. Yosinski brings to light the latest ML advancements sparking significant changes in renewable energy. Tune in for a comprehensive review of these cutting-edge technologies and their expansive impact on the industry and the environment's well-being.This episode is brought to you by Crawlbase, the ultimate data crawling platform. Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.In th...2024-06-041h 14
Super Data Science: ML & AI Podcast with Jon Krohn788: Multi-Agent Systems: How Teams of LLMs Excel at Complex TasksMulti-agent systems could mark a significant turning point in generative AI. From mastering increasingly complex tasks to getting LLMs to collaborate, in this Five-Minute Friday, Jon Krohn discusses the systems that are working to bridge the remaining gaps left by the latest large language models (LLMs).Additional materials: www.superdatascience.com/788Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.2024-05-3110 min
Super Data Science: ML & AI Podcast with Jon Krohn787: MLOps: The Job and The Key Tools, with Demetrios BrinkmannMLOps, how to build an online community, and tools for scaling LLMs: In this episode, Demetrios Brinkmann speaks to Jon Krohn about the similarities and differences between LLMOps, MLOps and DevOps, and why this should matter to companies looking to hire such engineers. You will also hear how to get involved in the MLOps community wherever you are in the world, and how you can start developing great products with the available tools.This episode is brought to you by AWS Inferentia (go.aws/3zWS0au) and AWS Trainium (go.aws/3ycV6K0). Interested...2024-05-2856 min
Super Data Science: ML & AI Podcast with Jon Krohn786: The Six Keys to Data Scientists' Success, with Kirill EremenkoLearn about the six keys to data science success as host Jon Krohn welcomes back Kirill Eremenko, the mastermind behind SuperDataScience. Kirill shares his top insights on data science careers, from building strong portfolios to leveraging mentors and hands-on labs. With over 2.7 million students, his advice is a must-hear for aspiring and experienced data scientists alike.Additional materials: www.superdatascience.com/786Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.2024-05-2427 min
Super Data Science: ML & AI Podcast with Jon Krohn784: Aligning Large Language Models, with Sinan OzdemirAligning LLMs: How can we teach pre-trained LLMs to hold a conversation and learn new information from each other? This was where Sinan Ozdemir began his investigation into aligning LLMs. In this episode, he talks to Jon Krohn about the limitations of definitions for LLMs, training LLMs, and whether it is possible to train an LLM without alignment.Additional materials: www.superdatascience.com/784Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.2024-05-1709 min
Super Data Science: ML & AI Podcast with Jon Krohn783: Generative A.I. for Solar Power Installation, with Navdeep MartinRecent advances in GenAI, how to tackle the climate crisis with advanced technology, and addressing the knowledge gap in understanding AI: Jon Krohn speaks to Flypower co-founder and CEO Navdeep Martin about the advances made in GenAI, from products to applications, and how we might use AI to tackle climate change.This episode is brought to you by AWS Inferentia and AWS Trainium. Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.In this episode you will learn:• How the Washington Post’s recommendation systems work [03:29]• Why product leader...2024-05-141h 05
Super Data Science: ML & AI Podcast with Jon Krohn782: In Case You Missed It in April 2024Hear Jon Krohn’s favorite five clips from his April interviews. Chief Scientist at Posit PBC Hadley Wickham on the subtle differences between Python and R. Professor of Business Analytics Barrett Thomas walks through the variables that companies should consider when using drones or any other tech to improve their business operations and bottom line. Aleksa Gordić, Founder of Runa AI believes an overhaul of the current educational system is long overdue. Bernard Marr discusses the future of GenAI and its impact on the world of work. And SuperDataScience founder Kirill Eremenko gives a lively workshop on gradient boosting. ...2024-05-1040 min
Super Data Science: ML & AI Podcast with Jon Krohn781: Ensuring Successful Enterprise AI Deployments, with Sol RashidiSol Rashidi, a distinguished data executive who has served in C-suite roles at Fortune 100 companies, joins Jon Krohn to delve into successful enterprise AI strategies and the reasons behind the high turnover among Chief Data Officers. This episode provides an in-depth look at selecting AI projects that succeed and understanding the strategic value of patents in various industries. Benefit from Sol’s extensive experience and practical advice on navigating complex corporate challenges.This episode is brought to you by AWS Inferentia and AWS Trainium. Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship in...2024-05-071h 04
Super Data Science: ML & AI Podcast with Jon Krohn779: The Tidyverse of Essential R Libraries and their Python Analogues, with Dr. Hadley WickhamTidyverse, ggplot2, and the secret to a tech company’s longevity: Hadley Wickham talks to Jon Krohn about Posit’s rebrand, Tidyverse and why it needs to be in every data scientist’s toolkit, and why getting your hands dirty with open-source projects can be so lucrative for your career.This episode is brought to you by Intel and HPE Ezmeral Software. Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.In this episode you will learn:• All about the Tidyverse [04:46]• Hadley’s favorite R libraries [17:10]• The goal of Posit...2024-04-301h 27
Super Data Science: ML & AI Podcast with Jon Krohn778: Mixtral 8x22B: SOTA Open-Source LLM Capabilities at a Fraction of the ComputeMixtral 8x22B is the focus on this week's Five-Minute Friday. Jon Krohn examines how this model from French AI startup Mistral leverages its mixture-of-experts architecture to redefine efficiency and specialization in AI-powered tasks. Tune in to learn about its performance benchmarks and the transformative potential of its open-source license.Additional materials: www.superdatascience.com/778Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.2024-04-2606 min
Super Data Science: ML & AI Podcast with Jon Krohn777: Generative AI in Practice, with Bernard MarrGenerative AI is reshaping our world, and Bernard Marr, world-renowned futurist and best-selling author, joins Jon Krohn to guide us through this transformation. In this episode, Bernard shares his insights on how AI is transforming industries, revolutionizing daily life, and addressing global challenges. With his extensive experience advising top organizations worldwide, he also examines the ethical considerations of AI deployment.This episode is brought to you by Intel and HPE Ezmeral Software. Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.In this episode you will learn:• How Generative AI...2024-04-231h 08
Super Data Science: ML & AI Podcast with Jon Krohn776: Deep Utopia: AI Could Solve All Human Problems in Our LifetimeWhat are the risks of AI progressing beyond a point of no return? What do we stand to gain? On this Five-Minute Friday, Jon Krohn talks ‘books’ as he outlines two nonfiction works on AI and futurism by Oxford philosopher Nick Bostrom. Listen to a breakdown of Deep Utopia and Superintelligence in this episode.Additional materials: www.superdatascience.com/776Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.2024-04-1907 min
Super Data Science: ML & AI Podcast with Jon Krohn775: What will humans do when machines are vastly more intelligent? With Aleksa GordićTech entrepreneurship, artificial superintelligence, and the future of education: Aleksa Gordić speaks to Jon Krohn about his strategies for self-directed learning, the traits that help people succeed in moving from big tech to entrepreneurship, and the social impact of artificial superintelligence.This episode is brought to you by Ready Tensor, where innovation meets reproducibility. Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.In this episode you will learn:• How to motivate yourself to become a tech entrepreneur [17:02]• Aleksa’s checklist for the perfect CTO [35:00]• Potential sustainable solutions...2024-04-161h 36
Super Data Science: ML & AI Podcast with Jon Krohn774: RFM-1 Gives Robots Human-like Reasoning and Conversation AbilitiesCovariant's RFM-1: Jon Krohn explores the future of AI-driven robotics with RFM-1, a groundbreaking robot arm designed by Covariant and discussed by A.I. roboticist Pieter Abbeel. Explore how this innovation aims to merge digital intelligence with the physical world, promising a new era of efficiency and autonomy.Additional materials: www.superdatascience.com/774Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.2024-04-1212 min
Super Data Science: ML & AI Podcast with Jon Krohn772: In Case You Missed It in March 2024Pytorch benefits, how to get funding for your AI startup, and managing scientific silos: In our new series for SuperDataScience, “In Case You Missed It”, host Jon Krohn engages in some “reinforcement learning through human feedback” of his own with need-to-hear sound bites from past SDS episodes!Additional materials: www.superdatascience.com/772Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.2024-04-0524 min
Super Data Science: ML & AI Podcast with Jon Krohn771: Gradient Boosting: XGBoost, LightGBM and CatBoost, with Kirill EremenkoKirill Eremenko joins Jon Krohn for another exclusive, in-depth teaser for a new course just released on the SuperDataScience platform, “Machine Learning Level 2”. Kirill walks listeners through why decision trees and random forests are fruitful for businesses, and he offers hands-on walkthroughs for the three leading gradient-boosting algorithms today: XGBoost, LightGBM, and CatBoost.This episode is brought to you by Ready Tensor, where innovation meets reproducibility, and by Data Universe, the out-of-this-world data conference. Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.In this episode you will learn:• All ab...2024-04-021h 55
Super Data Science: ML & AI Podcast with Jon Krohn769: Generative AI for Medicine, with Prof. Zack LiptonGenerative AI in medicine takes center stage as Prof. Zachary Lipton, Chief Scientific Officer at Abridge, joins host Jon Krohn to discuss the significant advancements in AI that are reshaping healthcare.This episode is brought to you by the DataConnect Conference, and by Data Universe, the out-of-this-world data conference. Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.In this episode you will learn:• The inspiration for Zack to get started in ML and healthcare [03:56]• The hardware required to use Abridge [12:29]• The key data science projects at Abridg...2024-03-261h 49
Super Data Science: ML & AI Podcast with Jon Krohn768: Is Claude 3 Better than GPT-4?Claude 3, LLMs and testing ML performance: Jon Krohn tests out Anthropic’s new model family, Claude 3, which includes the Haiku, Sonnet and Opus models (written in order of their performance power, from least to greatest). Can it stand shoulder to shoulder with other models such as GPT-4 and Gemini 1.0 Ultra? And how important is it for machine learning practitioners to try out these models with their own benchmarks? Jon walks listeners through a test of his own in this Five-Minute Friday.Additional materials: www.superdatascience.com/768Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me...2024-03-2212 min
Super Data Science: ML & AI Podcast with Jon Krohn767: Open-Source LLM Libraries and Techniques, with Dr. Sebastian RaschkaJon Krohn sits down with Sebastian Raschka to discuss his latest book, Machine Learning Q and AI, the open-source libraries developed by Lightning AI, how to exploit the greatest opportunities for LLM development, and what’s on the horizon for LLMs.This episode is brought to you by the DataConnect Conference, and by Data Universe, the out-of-this-world data conference. Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.In this episode you will learn:• All about Machine Learning Q and AI [04:13]• Sebastian Raschka’s role as Staff Research Engineer...2024-03-191h 48
Super Data Science: ML & AI Podcast with Jon Krohn766: Vonnegut's Player Piano (1952): An Eerie Novel on the Current AI RevolutionKurt Vonnegut's "Player Piano" delivers striking parallels between its dystopian vision and today's AI challenges. This week, Jon Krohn explores the novel's depiction of a world where humans are marginalized by machines, reflecting on the impact of automation on society and the ethical considerations it raises. Tune in as we unpack the timeless relevance of Vonnegut's work to the AI era.Additional materials: www.superdatascience.com/766Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.2024-03-1508 min
Super Data Science: ML & AI Podcast with Jon Krohn764: The Top 10 Episodes of 2023Data science futurists, bestselling authors, and lively how-to guides from the industry’s top practitioners, which range from applying data science for good to using open-source tools for NLP: This is The Super Data Science Podcast’s top ten most listened-to episodes in 2023, hosted by Jon Krohn. A great snapshot of our great content from 2023.Additional materials: www.superdatascience.com/764Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.2024-03-0808 min
Super Data Science: ML & AI Podcast with Jon Krohn763: The Best A.I. Startup Opportunities, with venture capitalist Rudina SeseriAt Glasswing Ventures, Rudina Seseri wants to be able to answer the question: What has Glasswing Ventures done for the company beyond capital investment? She speaks to Jon Krohn about how her company uses data to assess venture capital investments, the secret sauce of successful AI startups, and why she feels generative AI is only the start of a much broader impact that AI will make in communities and businesses.This episode is brought to you by the DataConnect Conference, and by Ready Tensor, where innovation meets reproducibility. Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot...2024-03-051h 27
Super Data Science: ML & AI Podcast with Jon Krohn762: Gemini 1.5 Pro, the Million-Token-Context LLMJon Krohn presents an insightful overview of Google's groundbreaking Gemini Pro 1.5, a million-token LLM that's transforming the landscape of AI. Discover the innovative aspects of Gemini Pro 1.5, from its extensive context window to its multimodal functionalities, which are broadening the scope of AI technology and signifying a significant leap in data science. Plus, join Jon for a practical demonstration, showcasing the real-world applications, capabilities, and limitation of this advanced language model.Additional materials: www.superdatascience.com/762Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.2024-03-0116 min
Super Data Science: ML & AI Podcast with Jon Krohn761: Gemini Ultra: How to Release an A.I. Product for Billions of Users, with Google's Lisa CohenGoogle's Gemini Ultra takes the spotlight this week, as host Jon Krohn welcomes Lisa Cohen, Google's Director of Data Science and Engineering, for a conversation about the launch of Gemini Ultra. Discover the capabilities of this cutting-edge large language model and how it stands toe-to-toe with GPT-4. Lisa shares her insights on the development, rollout, and potential of Gemini Ultra in reshaping various sectors. Whether you're a data science professional, tech enthusiast, or curious about the future of AI, this episode offers a deep dive into one of the most significant advancements in artificial intelligence.This episode...2024-02-271h 10
Super Data Science: ML & AI Podcast with Jon Krohn760: Humans Love A.I.-Crafted BeerAI-crafted beer, machine learning for passion projects, and self-taught data science: Jon Krohn and Beau Warren’s hotly anticipated, data-driven, punny lager Krohn&Borg is finally given a taste test in this week’s Five-Minute Friday. Heading to the Species X brewery in Columbus, Ohio, Jon Krohn and Beau Warren launched the beer that had been predicted, optimized and developed by a machine-learning model.Additional materials: www.superdatascience.com/760Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.2024-02-2306 min
Super Data Science: ML & AI Podcast with Jon Krohn759: Full Encoder-Decoder Transformers Fully Explained, with Kirill EremenkoEncoders, cross attention and masking for LLMs: SuperDataScience Founder Kirill Eremenko returns to the SuperDataScience podcast, where he speaks with Jon Krohn about transformer architectures and why they are a new frontier for generative AI. If you’re interested in applying LLMs to your business portfolio, you’ll want to pay close attention to this episode!This episode is brought to you by Ready Tensor, where innovation meets reproducibility, by Oracle NetSuite business software, and by Intel and HPE Ezmeral Software Solutions. Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.I...2024-02-201h 43
Super Data Science: ML & AI Podcast with Jon Krohn756: AlphaGeometry: AI is Suddenly as Capable as the Brightest Math MindsAlphaGeometry, intuitive AI, and geometric deduction: In this week’s Five-Minute Friday, Super Data Science host Jon Krohn looks into developments from DeepMind, Google’s ground-breaking AI lab, and explores how this is a critical step towards a future of broadly accessible AI solutions across scientific disciplines.Additional materials: www.superdatascience.com/756Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.2024-02-0908 min
Super Data Science: ML & AI Podcast with Jon Krohn755: Brewing Beer with A.I., with Beau WarrenChatGPT applications and data-driven beer: Beer brewer and Super Data Science regular listener Beau Warren talks to Jon Krohn about the wonders of “sweaty ales”, how to brew beer with data, and how to get started on creative machine learning projects even without a degree in data science.This episode is brought to you by CloudWolf, the Cloud Skills platform. Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.In this episode you will learn:• About Species X [06:31]• How to become a certified beer taster [12:37]• How Beau checks the...2024-02-061h 35
Super Data Science: ML & AI Podcast with Jon Krohn752: AI is Disadvantaging Job Applicants, But You Can Fight BackJon Krohn interviews Hilke Schellmann about the ethics of recruitment algorithms, the field’s current state of play, and what can be improved about AI used in recruiting.Additional materials: www.superdatascience.com/752Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.2024-01-2650 min
Super Data Science: ML & AI Podcast with Jon Krohn751: How to Found and Fund Your Own A.I. Startup, with Dr. Rasmus RotheVenture capital and AI, and how to succeed with an AI company in 2024: Rasmus Rothe, Cofounder of Merantix, speaks to Jon Krohn about the Merantix campus in Berlin, how a venture capitalist identifies the best AI startups, the surefire ways for AI company founders to raise venture capital, and the jobs that are most and least vulnerable to disruption by automation.This episode is brought to you by Oracle NetSuite business software, by QuickChat customized AI assistants, and by Prophets of AI, the leading agency for AI experts. Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot...2024-01-231h 18
Super Data Science: ML & AI Podcast with Jon Krohn735: A.I. Product Management, with Google DeepMind's Head of Product, Mehdi GhissassiArtificial General Intelligence, AlphaGo, and Google DeepMind: Jon Krohn speaks to Mehdi Ghissassi, Director of Product Management at Google DeepMind, about the ethics and social impact of AI, keeping up with AI releases with safety in mind, and other pressing AI problems that keep him awake at night. In this episode, Mehdi and Jon also take a broader look at the current AI landscape, the opportunities for AI investors and startups, and what AI product managers need to get ahead.This episode is brought to you by Gurobi, the Decision Intelligence Leader, and by CloudWolf, the Cloud S...2023-11-281h 21
Super Data Science: ML & AI Podcast with Jon Krohn704: Jon’s “Generative A.I. with LLMs” Hands-on TrainingTake on the world of GPT and learn to develop your own, commercially successful Large Language Models (LLMs) with Jon Krohn’s comprehensive, guided training video for generative AI. Get to grips with the technology, learn which tools to use, and find out how to get an eye for business-viable models with Jon’s (ad-)free educational video.Additional materials: www.superdatascience.com/704Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.2023-08-1104 min
Super Data Science: ML & AI Podcast with Jon Krohn699: The Modern Data Stack, with Harry GlaserModel deployment, data warehouse options for running models, and how to best leverage BI tools: Harry Glaser and Jon Krohn discuss Modelbit’s capabilities to automate ML models from notebooks into production-ready models, reducing the time and effort in ‘translating’ information from one mode to another. Harry’s conversation with host Jon Krohn expanded on the importance of automating this task, and how developments in ML modeling have widened access to entire teams to analyze data, whatever their level of expertise.This episode is brought to you by the AWS Insiders Podcast. Interested in sponsoring a SuperDataScience Podcast...2023-07-2550 min
Super Data Science: ML & AI Podcast with Jon Krohn631: Data Analytics Career OrientationInterview success, funny memes about data, and stakeholder management: Jon Krohn speaks with Luke Barousse, a full-time YouTuber who produces content to help aspiring data scientists. First, Jon and his guest go underwater to find out how data science can help you while working on a submarine before they emerge onto Luke’s YouTube channel. There, he discloses all the helpful hacks for data science beginners—with a generous helping of humor! As founder of MacroFit, a data-driven company that helps with meal planning, Luke is no stranger to portion sizes…This episode is brought to you by Ite...2022-11-2958 min
Super Data Science: ML & AI Podcast with Jon Krohn624: Imagen Video: Incredible Text-to-Video GenerationOn this week’s Five-Minute Friday, Jon Krohn investigates Imagen Video, Google’s latest model for making video art out of text prompts. Recently published, this text-to-image converter now competes against already strong competitors on the scene like DALL-E 2. Unlike DALL-E 2, it returns moving images or time-based media. Tune in to hear Jon explain the technology that made Imagen Video the tech giant’s shiniest new tool to date.Additional materials: www.superdatascience.com/624Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.2022-11-0407 min
Super Data Science: ML & AI Podcast with Jon Krohn620: OpenAI Whisper: General-Purpose Speech RecognitionWhat’s your secret to superb audio recognition? Whisper it. We mean that literally—Whisper is the latest in OpenAI’s growing suite of models aimed to benefit humanity. On this episode of Five-Minute Friday, host Jon Krohn reviews OpenAI’s latest model, Whisper. This tool will vastly improve the way human speech is recognized and converted to text. Jon gets under the hood to show how the team managed to get such a powerfully accurate recognition model. Listen to the episode and find out how you can try it yourself, for free!Additional materials: www.superdatascience.com/6202022-10-2106 min
Super Data Science: ML & AI Podcast with Jon Krohn610: Who Dares WinsOn this episode of Five-Minute Friday, host Jon Krohn shares his life motto, “Who dares, wins”, and the sentiment behind it: that to get anywhere in life, it is first necessary to try. Jon believes that “daring”, in this instance, simply means taking action when we have a good idea or when a new opportunity becomes available. Listen to the end for constructive advice on how to be daring in your own life right now.Additional materials: www.superdatascience.com/610Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.2022-09-1605 min
Super Data Science: ML & AI Podcast with Jon Krohn432: Hello from Jon and Welcome to 2021In this episode, I introduce myself, Jon Krohn, as the new host of the SuperDataScience podcast and give you a taste of what to look forward to in 2021!Additional materials: www.superdatascience.com/4322021-01-0104 min
Super Data Science: ML & AI Podcast with Jon Krohn429: 2020's Biggest Data Science BreakthroughsJon Krohn joins us for a year-end episode about 2020’s biggest data science breakthroughs and for a big podcast announcement for 2021.In this episode you will learn:
Global warming [4:37]
Our big podcast announcement [6:57]
Who is Jon Krohn? [12:14]
Top 3 technological breakthroughs of the year [21:28]
AlphaFold [23:33]• GPUs [45:51]
GPT-3 [1:00:26]
Wrap up [1:26:40]
Additional materials: www.superdatascience.com/4292020-12-241h 31
Super Data Science: ML & AI Podcast with Jon Krohn365: Deep Learning Models For RecruitmentJon Krohn joins me to discuss his work at untapt in designing models for HR purposes. We also discuss the power of data science across fields of medicine and epidemiology, as well as the future of deep learning.In this episode you will learn:
Coronavirus update in New York City [2:36]
What brought Jon to New York? [5:38]
Data science and coronavirus [12:50]
Jon’s work at untapt [18:09]
Techniques used to design models in untapt [22:02]
untapt’s approach to explainability and bias [30:19]
Jon’s other contributions to data science [38:10]
Jon’s book and visual teaching styles [44:32]
LinkedIn...2020-05-141h 21