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
52 snips
Feb 18, 2025 • 1h 6min
863: TabPFN: Deep Learning for Tabular Data (That Actually Works!), with Prof. Frank Hutter
In this engaging discussion, Professor Frank Hutter, an AI expert from Universität Freiburg and co-founder of Prior Labs, unveils his groundbreaking TabPFN architecture designed for tabular data. He explains how this innovative model outperforms traditional methods, even with limited datasets, and shares its exciting applications across various sectors like healthcare and finance. Frank also dives into the role of Bayesian inference, synthetic data, and the impressive capabilities of TabPFN in handling time series analysis, showcasing advancements that could revolutionize predictive modeling.
17 snips
Feb 14, 2025 • 32min
862: In Case You Missed It in January 2025
Florian Neukart, a quantum computing expert, discusses how this cutting-edge technology can revolutionize optimization across various fields. Brooke Hopkins, an engineer and entrepreneur, shares insights on her company Coval, which helps users assess AI agents using tailored metrics. They explore the challenges of understanding exponential growth in AI and the intricacies of selecting foundation models. Their conversation also delves into innovative ways to evaluate conversational agents, emphasizing the importance of context and dynamic performance metrics.
49 snips
Feb 11, 2025 • 2h 1min
861: From Pro Athlete to Data Engineer: Colleen Fotsch’s Inspiring Journey
Colleen Fotsch, a former professional athlete turned Data Platform Senior Technical Manager at CHG Healthcare, shares her inspiring transition from swimming and CrossFit to the data analytics field. She discusses how her competitive mindset shaped her success, her innovative program merging fitness with data analytics for busy professionals, and the importance of mentorship in her career journey. Colleen also delves into the role of analytics engineering, emphasizing its significance as a bridge between data engineering and analysis.
35 snips
Feb 7, 2025 • 13min
860: DeepSeek R1: SOTA Reasoning at 1% of the Cost
Curious about cut-rate AI breakthroughs? Discover the impressive rise of DeepSeek's R1 model, a newcomer shaking up the market alongside giants like OpenAI and Google. Learn how this Chinese innovation efficiently competes at a fraction of the cost, prompting discussions on global tech dynamics. Dive into the $500 billion Stargate AI initiative and its seismic industry impacts, while also uncovering advancements in sustainable LLM training that aim for fair access in the AI landscape.
60 snips
Feb 4, 2025 • 60min
859: BAML: The Programming Language for AI, with Vaibhav Gupta
Vaibhav Gupta, Founder and CEO of Boundary, discusses the revolutionary BAML programming language designed to slash AI costs by up to 30%. He shares insights on natural language generation and how BAML streamlines AI interactions, enhancing data clarity. Gupta compares prompt engineering to traditional engineering, emphasizing its growing importance. Additionally, he reveals his unique hiring process, which prioritizes communication skills. Listeners will also learn about the use of retrieval-augmented generation technology and the future potential of BAML.
8 snips
Jan 31, 2025 • 7min
858: Are You The Account Executive We’re Looking For?
In this engaging session, listeners discover the search for a new account executive at a popular tech-centered podcast. The host discusses the crucial role this position plays in their growth and sustainability. Emphasis is placed on the importance of securing sponsorships to maintain quality. The ideal candidate is described as a sales expert with a passion for AI and data science, highlighting the exciting opportunity for someone in Canada to drive revenue and success.
57 snips
Jan 28, 2025 • 1h 23min
857: How to Ensure AI Agents Are Accurate and Reliable, with Brooke Hopkins
Brooke Hopkins, Founder and CEO of Coval and former tech lead at Waymo, shares insights on AI agents and their societal impact. She discusses Coval's innovative platform designed for simulating AI interactions to ensure precision and scalability. The conversation explores the complexities of creating reliable voice agents and the future of AI autonomy, stressing the need for robust evaluation metrics. Brooke also highlights the importance of balancing AI capabilities with human oversight in an evolving tech landscape.
37 snips
Jan 24, 2025 • 10min
856: The Fastest-Growing Jobs Are AI Jobs
Discover the explosive growth of AI jobs in the U.S., with roles like AI Engineer and Consultant leading the charge. Learn about the essential skills needed and the evolving work environments for these positions. Delve into the complexities of measuring job growth, as standardizing titles emerges as a key challenge. Insights from data evaluations reveal significant trends that will shape the landscape for data scientists and AI professionals in the near future.
35 snips
Jan 21, 2025 • 1h 28min
855: Exponential Views on AI and Humanity’s Greatest Challenges, with Azeem Azhar
Azeem Azhar, a renowned futurist and creator of the Exponential View newsletter, explores the intersection of AI and humanity's challenges. He discusses how AI can help tackle global issues like climate change while managing complex workflows. Azeem shares practical tools he uses to enhance productivity and emphasizes the importance of preparing for technological shifts. He also highlights the transformative potential of AI in the workplace and the crucial role that renewable energy will play in creating a sustainable future.
26 snips
Jan 17, 2025 • 14min
854: The Six Epochs of Intelligence Evolution
Explore the fascinating journey of intelligence evolution across six epochs, from atomic formations to complex life. Discover how natural selection shaped cognitive development and the emergence of artificial intelligence. Delve into the groundbreaking potential of brain-computer interfaces that could enhance human capabilities. This thought-provoking discussion hints at a future where all consciousness may unify, raising profound questions about the next stages of intelligence in our universe.
