Super Data Science: ML & AI Podcast with Jon Krohn
Jon Krohn
The latest machine learning, A.I., and data career topics from across both academia and industry are brought to you by host Dr. Jon Krohn on the Super Data Science Podcast. As the quantity of data on our planet doubles every couple of years and with this trend set to continue for decades to come, there's an unprecedented opportunity for you to make a meaningful impact in your lifetime. In conversation with the biggest names in the data science industry, Jon cuts through hype to fuel that professional impact.Whether you're curious about getting started in a data career or you're a deep technical expert, whether you'd like to understand what A.I. is or you'd like to integrate more data-driven processes into your business, we have inspiring guests and lighthearted conversation for you to enjoy.We cover tools, techniques, and implementation tricks across data collection, databases, analytics, predictive modeling, visualization, software engineering, real-world applications, commercialization, and entrepreneurship − everything you need to crush it with data science.
Episodes
Mentioned books
74 snips
Jul 18, 2025 • 29min
906: How Prof. Jason Corso Solved Computer Vision’s Data Problem
Jason Corso, a Professor at the University of Michigan and co-founder of Voxel51, shares insights into revolutionizing computer vision. He discusses Voxel51’s powerful tool, Verified Auto-Labelling, which is transforming data quality in AI projects. The conversation explores the shift towards data-centric methodologies and the pivotal role of computer vision conferences in advancing research. Corso also highlights projects that merge AI with human-centric technology, enhancing daily tasks such as cooking and healthcare.
130 snips
Jul 15, 2025 • 58min
905: Why RAG Makes LLMs Less Safe (And How to Fix It), with Bloomberg’s Dr. Sebastian Gehrmann
Dr. Sebastian Gehrmann, Head of Responsible AI at Bloomberg, dives into his cutting-edge research on the safety issues posed by retrieval-augmented generation (RAG) in large language models (LLMs). He reveals the unexpected risks RAG introduces, especially in sectors like finance. The conversation covers essential criteria for selecting safe models, the need for customized guardrails, and how to enhance transparency. Gehrmann emphasizes that bigger isn't always better when it comes to model size, offering valuable insights for AI professionals.
40 snips
Jul 11, 2025 • 9min
904: A.I. is Disrupting the Entire Advertising Industry
In this insightful discussion, listeners discover how AI is revolutionizing the advertising landscape. Bold claims from tech giants like Meta and OpenAI highlight a future where creating ad campaigns could become virtually cost-free. The dominance of digital giants like Google and Amazon, which control over half of the market, is shaking up traditional advertising. Furthermore, the podcast explores the three major ways AI is transforming the industry and who currently holds sway over digital consumers.
71 snips
Jul 8, 2025 • 1h 28min
903: LLM Benchmarks Are Lying to You (And What to Do Instead), with Sinan Ozdemir
Sinan Ozdemir, Founder and CTO of Loop Genius and author of 'The Quick Start Guide to Large Language Models', dives deep into AI benchmarking's shortcomings. He discusses how transparency in training data is often compromised and argues for human-led quality checks to curb AI hallucinations. Sinan criticizes existing benchmarks, calling for more tailored evaluations and domain-specific measures. He also touches on the evolution of language models and the future of AI assessment, prompting listeners to rethink what's truly effective in AI development.
79 snips
Jul 4, 2025 • 29min
902: In Case You Missed It in June 2025
Shaun Johnson, co-founder and general partner at AIX Ventures, joins to discuss evaluating early-stage AI startups. He shares insights on what signals success for new companies in the AI space and emphasizes the necessity of a balanced founding team with both technical skills and business savvy. The conversation also covers how to stand out in a crowded job market for AI roles, highlighting the importance of networking and building strong portfolios to advance your career. It's a treasure trove of advice for anyone interested in the evolving tech landscape!
73 snips
Jul 1, 2025 • 1h 6min
901: Automating Legal Work with Data-Centric ML (feat. Lilith Bat-Leah)
Lilith Bat-Leah, Senior Director of AI Labs at Epiq, discusses the game-changing impact of AI in the legal industry. She explains how large language models and retrieval-augmented generation revolutionize e-discovery processes. Lilith dives into the nuances of data-centric machine learning, emphasizing the importance of data quality. She shares insights on balancing automation with legal standards and the collaborative efforts in improving data representation for low-resource languages, providing a fascinating glimpse into the intersection of law and cutting-edge technology.
18 snips
Jun 27, 2025 • 15min
900: 95-Year-Old Annie on How to Stay Healthy and Happy
A spirited 95-year-old shares her journey to staying healthy and happy despite mobility challenges. She reflects on the joys of companionship with her pet, emphasizing how animals can bring comfort and affection. Her experiences shed light on resilience, the importance of family support in recovery, and the power of perseverance in the face of health issues. Listeners are treated to timeless advice and heartwarming stories that bridge generations, offering inspiration for maintaining well-being at any age.
129 snips
Jun 24, 2025 • 1h 33min
899: Landing $200k+ AI Roles: Real Cases from the SuperDataScience Community, with Kirill Eremenko
Kirill Eremenko, Founder and CEO of SuperDataScience.com and a leading data science instructor on Udemy, shares captivating subscriber success stories in AI and data science. He discusses the essential skills needed, revealing why Python and SQL remain vital. Networking and in-person events are highlighted as keys to landing top roles. Eremenko also explores the balance of foundational knowledge and adapting to industry changes, emphasizing the importance of communication and continuous learning in a rapidly evolving field.
91 snips
Jun 20, 2025 • 5min
898: My Four-Hour Agentic AI Workshop is Live and 100% Free
Dive into the fascinating world of Agentic AI with a newly announced free workshop! Discover the key terminology and best practices for working with multi-agent systems. Learn how to develop and deploy your own AI-driven teams. The four-hour course promises to equip you with the tools needed for innovative projects. Don’t miss the chance to enhance your understanding of this exciting frontier in AI!
93 snips
Jun 17, 2025 • 1h 3min
897: How to Enable Enterprise AI Transformation, with Strategy Consultant Diane Hare
Diane Hare, Founder and CEO of BizLove, shares her expertise in empowering enterprises to embrace AI through effective storytelling. She emphasizes the importance of articulating the 'why' behind AI initiatives to gain buy-in from stakeholders. Diane discusses her journey in uncovering the power of storytelling during her time at Ernst & Young and her collaboration with Simon Sinek. She also provides insights on upskilling, change management, and integrating AI into organizational culture, highlighting that success lies in blending technical skills with human creativity.
