MLE Path
Activity Overview
Episode publication activity over the past year
Episodes
Valerii Babushkin - Mastering ML Careers & System Design
17 Feb 2025
Contributed by Lukas
In this episode, Valerii Babushkin, Senior Director at BP and former Meta E7, shares insights on career transitions, ML system design, and navigating ...
Ville Tuulos - The Art of Machine Learning Timing, Tools, and User Empathy
11 Feb 2025
Contributed by Lukas
In this episode, we sit down with Ville Tuulos, CEO of Outer Bounds and creator of Metaflow, to discuss why machine learning is so hard—and how to m...
Kevin Van Horn - Following Jaynes and Why Fundamentals Matter
03 Feb 2025
Contributed by Lukas
Dr. Kevin S. Van Horn joins the podcast to discuss Bayesian probability, ML optimization, and lessons from his career. He shares insights on NP-hard p...
Rebecca Bilbro - Open source, entrepreneurship, and 14 years in ML
26 Jan 2025
Contributed by Lukas
Dr. Rebecca Bilbro shares her unique journey through data science and machine learning. We explore the value of blending unusual skill sets, fostering...