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
Oct 20, 2023 • 43min
724: Decoding Speech from Raw Brain Activity, with Dr. David Moses
Dr. David Moses discusses BRAVO, a project decoding paralyzed patients' brain activity for communication. They predict words and facial expressions, achieving remarkable communication rates through avatars. The team uses machine learning models to decode speech from raw brain activity at 75 words per minute with 75% accuracy.
Oct 17, 2023 • 1h 38min
723: Mathematical Optimization, with Jerry Yurchisin
Jerry Yurchisin, Data Science Strategist at Gurobi, discusses mathematical optimization, Gurobi solver, using Python with Gurobi, blending math optimization and ML, NLP optimization, and the application of math in sports predictions.
Oct 13, 2023 • 8min
722: AI Emits Far Less Carbon Than Humans (Doing the Same Task)
Discover how AI emits far less carbon than humans when performing writing and illustrating tasks, according to a study by UC Irvine and MIT. The research shows that AI like GPT-3 and DALL-E 2 can significantly reduce carbon emissions, offering a more eco-friendly option. Listen to the episode to learn more!
9 snips
Oct 10, 2023 • 1h 43min
721: Quantum Machine Learning, with Dr. Amira Abbas
Explore Quantum Machine Learning with Dr. Amira Abbas from the University of Amsterdam. Learn about qubits, quantum entanglement, and quantum neural networks. Discover the best problems for quantum ML and recommended ML tools for quantum computing. Gain insights into the potential of quantum computing in enhancing machine learning tasks.
Oct 6, 2023 • 12min
720: OpenAI’s DALL-E 3, Image Chat and Web Search
Discover OpenAI's latest model, DALL-E 3, revolutionizing generative AI art. Explore innovations in text-to-image generation and web search integration, including the introduction of image-to-text in GPT-4 and chatGPT's integration with web search for a seamless user experience.
Oct 3, 2023 • 1h 48min
719: Computational Mathematics and Fluid Dynamics, with Prof. Margot Gerritsen
Prof. Margot Gerritsen and Jon Krohn discuss computational mathematics in fluid dynamics, her synesthesia, predicting airflow, importance of wind tunnels, beauty of linear algebra, and Women in Data Science visibility.
Sep 29, 2023 • 5min
718: ChatGPT Custom Instructions: A Major, Easy Hack for Data Scientists
Learn how to enhance GPT model responses with ChatGPT custom instructions hack. Discover the importance of clear communication for optimal results.
Sep 26, 2023 • 1h 21min
717: Overcoming Adversaries with A.I. for Cybersecurity, with Dr. Dan Shiebler
Dr. Dan Shiebler, Head of ML at Abnormal Security, discusses adversarial ML models, false negatives in cybersecurity, competitor analysis, resilient ML, and AI's impact on the urban world with Jon Krohn. They also cover staying updated in data science and AI.
Sep 22, 2023 • 14min
716: Happiness and Life-Fulfillment Hacks
Jon Krohn's 94-year-old grandmother, Annie, shares her recipe for lifelong happiness, emphasizes the importance of relationships and daily intentions. She offers insights on modern technology and discusses the evolution of communication technology. Annie's infectious joy and perspective on life will inspire listeners to pursue happiness and gratitude.
Sep 19, 2023 • 1h 56min
715: Make Better Decisions with Data, with Dr. Allen Downey
Renowned author and professor, Dr. Allen Downey, discusses Survival Analysis, Preston's Paradox, Overton Window, base rate fallacy, and protecting against biased samples. He explores statistical pitfalls, rare event preparation, and gradual belief shifts in decision-making using data.
