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
61 snips
Apr 29, 2025 • 1h 4min
883: Blackwell GPUs Are Now Available at Your Desk, with Sama Bali and Logan Lawler
Join Sama Bali, an AI solutions leader at NVIDIA, and Logan Lawler, who heads Dell Pro Max AI Solutions, as they unveil the impressive Blackwell GPUs designed to elevate AI-model training at your desk. They discuss the collaboration that birthed Dell’s Pro Max PCs, catering specifically to data scientists. Tune in as they share insights on transitioning from Unix to Windows systems, the expanding accessibility of AI tools, and their predictions for the future of AI technology, making complex innovations easier and more powerful for everyday users.
60 snips
Apr 25, 2025 • 10min
882: 40x Hotter Than the Sun: The ASML Machines That Make AI Chips
Discover how ASML has become the powerhouse behind lithography machines essential for AI chip production. Learn about the intricate technologies involved and the fierce competition they face from rivals like China and Canon. Explore ASML's future plans and their critical influence on the evolution of AI. This captivating insight into semiconductor manufacturing highlights both the challenges and advancements transforming the industry.
67 snips
Apr 22, 2025 • 1h 17min
881: Beyond GPUs: The Power of Custom AI Accelerators, with Emily Webber
Emily Webber, Principal Solutions Architect at AWS, shares insights into cutting-edge AI hardware. She discusses the impressive specs of Trainium and Trainium2, highlighting how they outperform traditional GPUs. Learn about the AWS Neuron SDK and its customization options for AI frameworks. Emily explains the Nitro System's role in enhancing cloud performance and security. Listeners will discover the criteria for choosing between AWS’s accelerators and the importance of tailored AI infrastructure for effective model training.
102 snips
Apr 18, 2025 • 10min
880: Manus, DeepSeek and China’s AI Boom
Dive into the explosive growth of AI in China, spotlighting Manus AI and DeepSeek's impact. These technologies are gaining traction for their cost-effectiveness compared to their U.S. counterparts. Explore the economic implications for the Chinese market and the hurdles they face, including semiconductor shortages and geopolitical tensions. Discover what factors turn technological hype into lasting success.
63 snips
Apr 15, 2025 • 1h 7min
879: Serverless, Parallel, and AI-Assisted: The Future of Data Science is Here, with Zerve’s Dr. Greg Michaelson
In this session, Greg Michaelson, Co-founder of Zerve and former Chief Customer Officer at DataRobot, sheds light on innovative features like the fleet parallelization for efficient coding. He discusses how AI tools, especially large language models, might threaten existing SaaS companies. Greg's unique ‘good-cop, bad-cop’ approach enhances LLM responses, and he dives into the potential of retrieval-augmented generation (RAG) for powerful AI applications. He provides insights into the future of developer workflows and the rising need for flexible AI solutions.
28 snips
Apr 11, 2025 • 31min
878: In Case You Missed It in March 2025
Andriy Burkov, an acclaimed author and AI developer, teams up with Varun Godbole, a former Google engineer who contributed to the Gemini model. They dive into artificial general intelligence, discussing the cognitive skills of animals and their implications for AI development. The conversation highlights a tuning playbook for neural networks, emphasizing the challenges of hyperparameter tuning. They also explore the need for human connection in AI and innovative approaches for enhancing machine learning education and experimentation.
79 snips
Apr 8, 2025 • 1h 10min
877: The Neural Processing Units Bringing AI to PCs, with Shirish Gupta
Shirish Gupta, Director of AI Product Management at Dell, shares his two decades of expertise in global technology. He discusses the transformative power of neural processing units (NPUs) for AI applications, emphasizing their efficiency in on-device processing. Gupta highlights the advantages of moving AI workloads from the cloud to local devices, facilitating faster and more private computations. He also introduces Dell’s Pro AI Studio Toolkit, showcasing real-world applications improving industrial efficiency and even enhancing life-or-death scenarios for first responders.
128 snips
Apr 4, 2025 • 15min
876: Hugging Face’s smolagents: Agentic AI in Python Made Easy
Discover the power of Hugging Face's smolagents, a game-changing Python library designed for creating autonomous AI agents. Dive into its incredible features that allow for efficient task planning and execution across various industries. The discussion also unfolds advanced agentic frameworks like LangChain and Microsoft Autogen, showcasing their unique capabilities for handling complex workflows. This brief yet insightful exploration highlights how these tools can revolutionize collaborations in the AI landscape.
69 snips
Apr 1, 2025 • 1h 10min
875: How Semiconductors Are Made (And Fuel the AI Boom), with Kai Beckmann
Kai Beckmann, CEO of Electronics at Merck KGaA, discusses the crucial role of semiconductors in the AI boom. He dives into the intricate manufacturing processes behind these essential components and highlights how material science is evolving alongside AI. Beckmann explains the concept of heterogeneous integration and the significance of high-precision metrology in chip development. The conversation also touches on future advancements in quantum and neuromorphic computing, showcasing a vision where chips might run efficiently on minimal power.
84 snips
Mar 28, 2025 • 14min
874: How AI is Transforming Baseball (with Lessons For All of Us)
Artificial intelligence is changing the game of baseball, enhancing how teams analyze player performance and strategize. With advanced metrics like pitch trajectories and spin rates, teams gain a competitive edge. The conversation highlights lessons other industries can learn from baseball's data-driven approach. From scouting to fan engagement, discover how AI is redefining traditional methods and setting a new standard for performance analysis.
