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
Mar 4, 2022 • 5min
554: Jon's Deep Learning Courses
Jon, a deep learning expert, shares his extensive deep learning video content and courses in this podcast. He discusses free introductory videos on YouTube, comprehensive courses on the O'Reilly Learning Platform, and his book 'Deep Learning Illustrated' for those interested in the field.
Mar 1, 2022 • 1h 49min
553: The Statistics and Machine Learning Quests of Dr. Josh Starmer
Join Dr. Josh Starmer, the mastermind behind StatQuest, as he shares the inspiration behind his YouTube channel, a simple approach to learning, his secret tool for video creation, using R vs. Python, leaving academia, and two key stats concepts. Dive into his journey of teaching complex topics and creating educational content, while exploring music, genomics, and data science.
Feb 25, 2022 • 5min
552: The Most Popular SuperDataScience Episodes of 2021
Recap of the most popular Super Data Science podcast episodes from 2021, covering topics such as data analytics automation, AI in private equity, data visualization, career guidance in data science, and technical discussions on Bayesian statistics and deep reinforcement learning.
Feb 22, 2022 • 1h 21min
551: Deep Reinforcement Learning — with Wah Loon Keng
Gifted author and software engineer, Wah Loon Keng, explores deep reinforcement learning. Discusses its history, modern applications, limitations, and future developments. Covers topics like deep RL vs RL, breakthrough timeline, frameworks, responsibilities, and future prospects.
Feb 18, 2022 • 4min
550: Daily Habit #6: Write Morning Pages
Jon shares how writing morning pages has sparked creativity in his data science work, following Julia Cameron's book 'The Artist's Way'. He discusses the routine's impact on his career, emphasizing consistency and achievable daily goals in this creative practice.
Feb 15, 2022 • 1h 6min
549: Engineering Natural Language Models — with Lauren Zhu
Lauren Zhu, a Glean software engineer and Stanford graduate, discusses her experience at a fast-growing startup, minority groups in AI, zero-shot multilingual neural machine translation, tools used at Glean, Contrary Talent Network, and the most important skills for data scientists.
Feb 11, 2022 • 4min
548: Daily Habit #5: Meditate
Exploring the benefits of daily meditation habit, including tools like Headspace app and Muse EEG headband for biofeedback
Feb 8, 2022 • 1h 16min
547: How Genes Influence Behavior — with Prof. Jonathan Flint
Prof. Jonathan Flint discusses the link between genetics and depression. Topics include genetics in psychiatric disorders, data science in genetics research, his book 'How Genes Influence Behavior,' daily life as a researcher, software libraries for modeling, preventing suicide, and the future of psychiatric treatments.
Feb 4, 2022 • 5min
546: Daily Habit #4: Alternate-Nostril Breathing
Discover the benefits of alternate-nostril breathing in daily habits, such as reducing stress and improving physiological wellbeing. Learn how this mindfulness technique can enhance presence and readiness.
Feb 1, 2022 • 1h 16min
545: Scaling Data-Intensive Real-Time Applications — with Matthew Russell
Data scientist and entrepreneur Matthew Russell discusses scaling data-intensive real-time applications for fitness, unique ML model testing, critical hiring traits, military values, and essential career skills. The podcast covers Strongest's event platform, challenges in scaling web and iOS apps, optimizing workouts with AI, data observability platforms, and soft skills in software development.
