Adventures in Machine Learning

Adventures in Machine Learning


Latest Episodes

How to think about Optimization - ML 102
February 03, 2023

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
January 27, 2023

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
January 19, 2023

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
January 06, 2023

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
December 22, 2022

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
December 15, 2022

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
December 01, 2022

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
November 24, 2022

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
November 24, 2022

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
November 17, 2022

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