Adventures in Machine Learning
Latest Episodes
How to think about Optimization - ML 102
In this week's episode, we meet with Micheal McCourt, the head of engineering at SigOpt. He is an industry expert on optimization algorithms, so expect to learn about constraint-active search, SigOpt's new open-source optimizer, and how to run an
Protecting Your ML From Phishing And Hackers - ML 101
Have you ever wondered how to secure a cloud deployment? Well, today we talk to the president at a cloud security company about personal security, detecting malicious actors, startup trends, and much more!SponsorsChuck's Resume TemplateDeveloper Book
The Disruptive Power of Artificial Intelligence - ML 100
Have you ever wondered about the most promising industries in Machine Learning? Today we will learn from Avi Goldfarb, the chair of AI at the University of Toronto, about...The most promising AI industriesPotential problems with powerful AIThe economics b
A History Of ML And How Low Code Tooling Accelerates Solution Development - ML 099
In this episode, Ben talks with Rosaria Silipo, a Software Engineer and Developer Relations advocate at Knime. They discuss the benefits of low-code ML, delve into the history of ML development work as it has changed over the past few decades, and discuss
Moving from Dev Notebooks to Production Code - ML 098
In this week's episode we meet with Mike Arov, committer to the MLOps tool framework lineapy. From the benefits of notebooks as development tooling for Data Science work to the complex refactoring needed to convert them to production-capable code bases
How to Edit and Contribute to Existing Code Base - ML 097
Let's be honest. We've all copied and pasted code from the internet.There are many great code sources and in this episode, Ben and Michael discuss how to leverage existing code. They explain how to understand a code base and some best practices for co
MLflow 2.0 And How Large-Scale Projects Are Managed In The Open Source - ML 096
Corey Zumar talks about the new release of MLflow, 2.0, and what the new major features that are included in the release. Bilal and Corey then discuss managing feature implementation priorities, and selling large-scale project ideas to internal custome
Should you Context Switch when Writing Code? - ML 095
Do you multitask? If so, you'll want to check out this episode. We'll cover...The difference between good and bad context switchingSome personal stories about context switching on projectsPractical tips you can leverage to improve your productivity
How To Recession Proof Your Job - BONUS
Get the Black Friday/Cyber Monday "Focus Blocks Bundle" DealCoupon Code: "THRIVE" for a GIANT discountAre you looking at all the layoffs and uncertainty going on and wondering if your company is the next to cut back?Or, maybe you're a freelance
Important Questions To Ask When Scoping ML Projects - ML 094
Have you ever wondered how to prioritize your ML projects? Today we will talk about...The difference between applied ML and ML frameworksHow to effectively scope projects via Heilmeier's CatechismSponsorsChuck's Resume TemplateDeveloper Book Cl