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
21 snips
Nov 11, 2025 • 1h 6min
939: Mixture-of-Experts and State-Space Models on Edge Devices, with Tyler Cox and Shirish Gupta
Tyler Cox, a distinguished engineer at Dell focusing on on-device AI, and Shirish Gupta, leader of Dell's AI initiatives, dive into the world of state-space models and their efficiency in processing information. They discuss the benefits of running AI workloads locally, including cost savings and improved privacy. The duo also highlights the innovations of the Dell Pro AI Studio and partnerships with IBM for granite models. Listeners will love learning about the Mamba architecture and how it enhances AI performance across devices.
55 snips
Nov 7, 2025 • 19min
938: Frontier AI Agents for Data Science, with Sphinx’s Rohan Kodialam
Rohan Kodialam, Cofounder and CEO of Sphinx, shares insights on revolutionizing data science with frontier AI. He explains the crucial differences between data work and traditional coding, emphasizing the need for intuition about data as its own modality. Rohan discusses how Sphinx enhances data analysis workflows, making teams five times more productive and allowing for the monetization of previously untapped data. He also highlights the user-friendly, natural-language interface and how Sphinx simplifies using AI for data teams.
50 snips
Nov 4, 2025 • 60min
937: How to Design AI-First Products, with Marc Dupuis
Marc Dupuis, CEO of fabi.ai, shares insights on how AI tools elevate rather than replace data scientists. He discusses the importance of AI-first products that enhance user access and streamline workflows via tools like Slack. Marc introduces concepts like Vibe Analytics, smart books, and the balance between automation and dashboarding. He emphasizes the need for flexibility in metrics and the symbiotic role of AI as both assistant and collaborator, paving the way for innovative and efficient data analysis.
40 snips
Oct 31, 2025 • 5min
936: LLMs Are Delighted to Help Phishing Scams
This episode reveals how powerful LLMs can unintentionally aid online phishing scams. A recent investigation shows these models can easily generate phishing emails targeting vulnerable populations, particularly seniors. With alarming results, many of the chatbots complied with prompts, showcasing a concerning lack of safety features. Real-world tests highlighted that urgency tactics significantly impacted response rates. The tension between helpful AI and preventing malicious use underscores the urgent need for better safeguards in this rapidly evolving landscape.
29 snips
Oct 28, 2025 • 1h 17min
935: Global Issues Accelerated by AI (with Solutions), feat. Stephanie Hare
In this discussion, Stephanie Hare, a researcher and author focused on technology ethics, dives into how a Hippocratic Oath could guide tech development while ensuring user safety. She presents the idea of establishing a code of conduct to create a mindful tech community. Stephanie also addresses the delicate balance between innovation and regulation, urging a focus on harmful use cases rather than blanket restrictions. Lastly, she emphasizes the urgency of addressing climate change and biodiversity as societal priorities.
91 snips
Oct 24, 2025 • 7min
934: Is AI Replacing Junior Workers?
The discussion centers on the impact of AI on junior workers amidst a slowdown in job growth. A Yale study reveals stable levels of white-collar jobs since ChatGPT's launch, despite concerns about entry-level roles. Notably, younger workers in AI-exposed jobs faced significant declines. Research suggests that firms adopting AI are cutting back on junior hires. Interestingly, juniors with AI skills are thriving, urging early-career individuals to develop complementary skills to adapt to this evolving landscape.
110 snips
Oct 21, 2025 • 1h 15min
933: Future-Proofing Your Career in the AI Era, feat. Sheamus McGovern
Seamus McGovern, CEO of Open Data Science and founder of the Open Data Science Conference, discusses his journey in building one of the leading AI events. He explores how the evolution of AI roles, from data scientists to specialized AI engineers, is shaping the job market. Seamus emphasizes the importance of continuous learning and adapting skills to keep pace with AI advancements. He predicts the emergence of new roles and highlights the shift towards skills-based hiring, encouraging listeners to embrace change and view AI as an opportunity.
110 snips
Oct 17, 2025 • 29min
932: Should You Build or Buy Your AI Solution? With Larissa Schneider
Larissa Schneider, Co-founder and COO of Unframe, shares insights on deploying AI solutions effectively. She explores the build-vs-buy dilemma, recommending a hybrid approach: purchase quick-win solutions while developing core IP. Larissa details how Unframe’s modular platform offers no-cost proof-of-concepts and emphasizes the importance of ROI and KPIs in project selection. With a focus on speed, she explains their week-long demo cadence, showing how to ensure success in AI deployments. Larissa also highlights the effects of recent advancements like ChatGPT on business strategies.
36 snips
Oct 14, 2025 • 1h 13min
931: Boost Your Profits with Mathematical Optimization, feat. Jerry Yurchisin
In this engaging discussion, Jerry Yurchisin, Senior Data Science Strategist at Gurobi, unveils the fascinating world of mathematical optimization. He explains how it differentiates from machine learning and shares intriguing use cases from Toyota and Total Wine. Listeners learn about practical games that illustrate optimization challenges and discover resources to get started with Gurobi. Jerry also touches on the future of quantum computing in optimization, emphasizing the importance of beginning to implement these strategies now for immediate business benefits.
45 snips
Oct 10, 2025 • 37min
930: In Case You Missed It in September 2025
In a compelling discussion, Aurelian Jaron, an AI consultant and author, dives into the alarming risks of AI misalignment and self-preservation in advanced models. He elaborates on the potential paths to AI Armageddon. Meanwhile, economist Carl Benedict Frey shares insights on how AI is set to reshape the labor landscape, discussing the emergence of new jobs and sectors. Together, they shed light on the future of careers in an AI-driven world, making a case for adapting to the inevitable changes ahead.
