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
Feb 18, 2021 • 55min
445: Conversational A.I.
Sinan Ozdemir, Director of Data Science at Directly and former CTO of Kylie.ai, dives into the world of conversational AI. He discusses the ongoing challenges of keeping chatbots functional and the critical role of AutoML. Sinan shares insights from his unique experiences, from teaching calculus in non-traditional settings to his personal math tattoos. He emphasizes the blend of technical skills and cultural alignment needed in data science, as well as the evolution of customer support strategies during crises like COVID-19.
Feb 12, 2021 • 6min
444: Future-Proofing Your Career
Discover strategies for future-proofing your career in data science amidst the rise of AI and AutoML. Learn about the vital role of human oversight as technology evolves. Gain insights on navigating the complex landscape of machine learning while ensuring your skills remain relevant. This discussion highlights the ongoing importance of data scientists in an ever-changing field.
Feb 11, 2021 • 1h 7min
443: The End of Jobs
Jeff Wald, a serial tech entrepreneur and author of "The End of Jobs," explores the shifting landscape of employment. He discusses the decline of traditional 9-5 jobs, explaining the influence of on-demand and remote work. Wald debunks the myth of lifetime job security and examines automation's role in shaping the future labor market. He highlights the importance of understanding historical employment trends to navigate today's gig economy, advocating for structural changes to better support workers in this evolving professional environment.
Feb 5, 2021 • 7min
442: Data Science as an Atomic Habit
Discover how focusing on process and habit formation can surpass mere goal chasing. Learn from a personal story about an entrepreneur who illustrates the power of a process-oriented mindset. Emphasis is placed on the significance of small, consistent actions that can lead to remarkable growth, inspired by ideas from 'Atomic Habits'. This approach not only enhances professional development but also transforms how we view success.
Feb 4, 2021 • 56min
441: Communicating Data Effectively
Kate Strachnyi, a data visualization expert and entrepreneur, dives into the importance of effective data communication. She shares a lighthearted take on her work from her children's perspective and discusses her day-to-day endeavors. Strachnyi highlights essential tools like Tableau for crafting compelling visuals and offers insights on amassing a significant LinkedIn following. She also reflects on her self-publishing journey, emphasizing creative control, and discusses future plans for her work in data storytelling. Tune in for actionable tips and engaging anecdotes!
Jan 29, 2021 • 5min
440: MuZero: Learning Without Rules
Discover the groundbreaking MuZero algorithm that learns to master games without any prior rules. This technology not only enhances gameplay but also holds promise for improving video compression. Dive into its potential implications for the future of Artificial General Intelligence, unveiling how this innovation marks a significant leap forward in machine learning advancements.
6 snips
Jan 28, 2021 • 49min
439: Deep Learning for Machine Vision
Dablina Bhattacharjee, an AI researcher and deep learning engineer, shares her insights into computer vision. She discusses her fascinating work in medical imaging and earthquake prediction, highlighting the importance of foundational mathematics in data science. Dablina also explores the synergy between computer vision and art, revealing innovative projects that enhance diagnostic processes. Listeners can glean valuable advice on essential skills for aspiring data scientists and tips for effective time management while balancing rigorous research and personal pursuits like drumming.
Jan 22, 2021 • 6min
438: Artificial General Intelligence
Explore the latest advancements in Artificial General Intelligence (AGI) driven by DeepMind. Discover how their innovations are mimicking human cognitive abilities. Key milestones like the DeepQ Learning Network and AlphaGo pave the way for even more groundbreaking developments, including the intriguing MuZero algorithm. The future of AI is unfolding before our eyes!
Jan 20, 2021 • 1h 14min
437: Data Science at a World-Leading Hedge Fund
Claudia Perlich, a senior data scientist at Two Sigma and multiple competition winner, shares her expertise in finance and data science. She discusses her unique upbringing in East Germany, where she honed her problem-solving skills through equestrian vaulting. Claudia delves into her daily role at a leading hedge fund, emphasizing the importance of innovation and collaboration. She also outlines essential skills for future hires and reflects on the impact of the pandemic on work-life balance while highlighting mentorship's crucial role in career development.
Jan 15, 2021 • 7min
436: Attention Sharpening Tools Part 2
Delve into the benefits of attention training to enhance mindfulness practices. Discover personal insights and helpful tools developed during the COVID lockdown. Learn how starting small can lead to a thriving meditation routine that boosts well-being. It's all about forming sustainable habits for daily mindfulness.
