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
Apr 8, 2022 • 19min
564: Clem Delangue on Hugging Face and Transformers
Clem Delangue, CEO of Hugging Face, discusses open-source ML, transformers in NLP, democratizing advanced tech, challenges in ML deployment, and the future of transformer architectures in various domains.
Apr 5, 2022 • 1h 5min
563: How to Rock at Data Science — with Tina Huang
Superstar data science YouTuber Tina Huang talks about key areas in data science, her five steps for consistency, day-to-day life at a tech company, computer science background, software languages used, SQL course benefits, traditional banking vs big tech, pharmacology impact on data science, and preparing for data science interviews
Apr 1, 2022 • 6min
562: Daily Habit #8: Math or Computer Science Exercise
Jon discusses the importance of daily technical exercises in math, computer science, and programming for continuous learning and improvement in data science. By practicing these exercises daily, one can enhance skills, explore new career opportunities, and achieve more in their professional life.
Mar 29, 2022 • 54min
561: Engineering Data APIs
Ribbon Health CTO Nate Fox shares insights on APIs, ML models in healthcare, designing data APIs, ensuring uptime reliability, and maximizing social impact. He discusses scaling data science impact, qualities in data scientist hires, and the significance of APIs in programming and data management.
Mar 25, 2022 • 4min
560: Daily Habit #7: Read Two Pages
A discussion on the daily habit of reading two pages and its benefits, emphasizing how this practice can enhance the mind and foster a consistent reading routine, leading to deeper engagement with books.
Mar 22, 2022 • 1h 28min
559: GPT-3 for Natural Language Processing
Melanie Subbiah, NLP expert, and PhD student, chats with Jon Krohn about GPT-3 strengths, autoregression, fine-tuning, bias issues, and future NLP models. They discuss addressing climate change and bias, Melanie's work at OpenAI, ML tools she's excited about, and her PhD journey at Columbia University.
Mar 18, 2022 • 7min
558: Jon's Answers to Questions on Machine Learning
Data science expert Jon discusses the importance of deep learning and foundational subjects in machine learning. He also shares insights on PyTorch and PyTorch Lightning, along with a practical application of deep learning in automating HR processes.
Mar 15, 2022 • 1h 31min
557: Effective Pandas
Pandas expert Matt Harrison shares tips for mastering Pandas, including self-publishing advice, corporate skill level-up, effective learning methods, motivation tricks, Git and Unix command line tips, and recommended software libraries for tabular data.
Mar 11, 2022 • 7min
556: Jon's Machine Learning Courses
Jon, an expert in machine learning, talks about the importance of mastering subjects like linear algebra, calculus, and statistics for a strong understanding of machine learning. He outlines the creation and dissemination process of his content through online platforms and in-person lectures.
Mar 8, 2022 • 1h 14min
555: Sports Analytics and 66 Days of Data with Ken Jee
Data scientist and YouTuber Ken Jee discusses sports analytics, 66 Days of Data challenge, favorite software tools, and the impact of sports analytics on golf. He also shares insights on starting a data science journey and launching his podcast, Ken's Nearest Neighbors.
