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
Dec 13, 2024 • 38min
844: In Case You Missed It in November 2024
DePauly Vias, Global Head of Data and AI at Korn Ferry, discusses how AI is reshaping recruitment, emphasizing the need for authenticity in job applications. Brian McCann, CTO of you.com, delves into AI’s groundbreaking role in protein generation for healthcare, showcasing its potential to bridge scientific disciplines. The duo also critiques the notion that AI celebrity equates to true expertise, and they explore diverse paths in data analytics education, from self-directed learning to mentorship, ensuring newcomers find their way.
21 snips
Dec 10, 2024 • 1h 28min
843: Safe, Fast and Efficient AI, with Protopia’s Dr. Eiman Ebrahimi
Dr. Eiman Ebrahimi, CEO of Protopia AI and former NVIDIA scientist, dives into the hurdles that AI projects face regarding data security and scalability. He reveals strategies to avoid 'proof of concept purgatory' and discusses the balance of cost, speed, and safety in AI implementations. Eiman shares insights on the innovative Stained Glass Transform, enhancing data protection while maintaining performance. He also draws inspiration from Alan Watts’ philosophy, illustrating how it can fuel creativity and innovation in AI.
21 snips
Dec 6, 2024 • 17min
842: Flexible AI Deployments Are Critical, with Chris Bennett and Joseph Balsamo
Explore the crucial role of flexibility in deploying AI models, highlighting the need for tailored solutions. Discover how a leading tech company transformed into a comprehensive AI service ecosystem, emphasizing non-proprietary tools. Dive into strategic choices for on-premises versus cloud solutions and the importance of edge data. Learn how inflexibility can lead to failure and why understanding performance and costs is vital. Lastly, unravel the hype surrounding generative AI and its true business applications, reinforcing innovation across sectors.
57 snips
Dec 3, 2024 • 26min
841: Andrew Ng on AI Vision, Agents and Business Value
Andrew Ng, Executive Chairman of Landing AI and a pioneer in AI education, shares deep insights on smart agentic AI workflows. He discusses how businesses can effectively invest in AI while weighing cost against effectiveness. The conversation highlights transformative large vision models and their potential to revolutionize global industries. Ng also addresses the importance of verifying AI-generated answers to mitigate risks in accuracy. Buckle up for a fascinating dive into the future of AI processing and its applications!
24 snips
Nov 29, 2024 • 10min
840: Delicate Viticultural Robotics
Discover the fascinating world where AI and robotics revolutionize the wine industry. Explore how advanced sensors and machine learning enhance the delicate process of harvesting premium wine grapes, ensuring efficiency without damaging the fruit. Learn about innovative solutions connecting skilled operators to robotic systems, tackling labor shortages in vineyards. This transformative technology is set to redefine not just viticulture but also the future of precision agriculture as a whole.
60 snips
Nov 26, 2024 • 60min
839: Double Your Data Salary in 11 Months, with Jess Ramos
Jess Ramos, Founder of Big Data Energy and Senior Data Analyst at Crunchbase, reveals her journey in data analytics and how she doubled her salary in less than a year. She emphasizes the critical role of SQL for career advancement and shares tips on negotiating salaries and transitioning to entrepreneurship. Jess also discusses her efforts to challenge stereotypes in STEM and offers insights on building a personal brand through social media. Her passion for data and advocacy for women in tech shine through in this inspiring conversation.
17 snips
Nov 22, 2024 • 44min
838: Consciousness and Machines, with Jennifer K. Hill
Jennifer K. Hill, Co-founder and CEO of OptiMatch and host of the Regarding Consciousness podcast, joins Jon Krohn in a thought-provoking discussion. They dive into how artificial intelligence influences human communication, highlighting its potential to promote kindness. The conversation also explores AI companionship in virtual reality, its impact on social dynamics, and the ethical challenges surrounding advancements like GPT-4. Finally, Hill raises intriguing questions about consciousness, identity, and the essence of self in an evolving technological landscape.
50 snips
Nov 19, 2024 • 1h 10min
837: Career Success in the AI Era, with Deepali Vyas
Deepali Vyas, Global Head of FinTech, Payments and Crypto at Korn Ferry and founder of Profolios.ai, shares her insights on navigating career success in the AI era. She discusses why video resumes will dominate recruitment and offers tips for overcoming camera shyness. The conversation highlights how organizations can leverage AI for equity in hiring and the value of strong personal branding. Deepali also introduces her initiative, Fearless Plus, aimed at supporting young professionals in their career journeys.
13 snips
Nov 15, 2024 • 31min
836: How to Become Happier, with Dr. Nat Ware
Dr. Nat Ware, an economist and social-impact innovator, challenges conventional notions of happiness. He discusses how our expectations can lead to dissatisfaction, highlighting the 'hedonic treadmill' where constant pursuit of joy often backfires. Instead, he encourages building meaningful relationships and embracing simple pleasures. Additionally, he shares insights on the interplay between altruism and personal fulfillment through volunteering, and introduces Forte, a novel funding model designed to enhance educational opportunities for underserved communities.
38 snips
Nov 12, 2024 • 1h 33min
835: AI Systems as Productivity Engines, with You.com’s Bryan McCann
Bryan McCann, Co-founder and CTO of You.com, shares insights from his work in AI and philosophy. He discusses You.com’s innovative 'do engine' that connects users to various language models for optimized search. Bryan predicts AI agents will outnumber humans by 2025, enhancing productivity through automated workflows. He dives into early experiments with AI alignment, the evolution of language models, and their potential applications in biology. The conversation highlights the transformative impact of AI on scientific discovery and human creativity.
