Adventures in Machine Learning

Adventures in Machine Learning


Latest Episodes

How To Do Post-Production with Abhilash Pattnaik - ML 062
February 18, 2022

If you’re feeling a little nervous about your baby leaving the nest, we get it. In this episode, Ben and Daniel talk with Abhilash Pattnaik, where they discuss the ONE fact about ML you can’t forget,

Tools, Tricks, and Learning in Machine Learning ft. Aliaksei Mikhailiuk - ML 054
November 18, 2021

Aliaksei Mikhailiuk joins the Adventure to discuss the tools he wishes he'd mastered before getting his PhD in Machine Learning. However, the conversation meanders through his background

A/B Testing with ML ft. Michael Berk - ML 053
November 11, 2021

Michael Berk joins the adventure to discuss how he uses Machine Learning within the context of A/B testing features within applications and how to know when you have a viable test option for your setu

Data Paradoxes in Data Sets with Pier Paolo Ippolito - ML 052
November 04, 2021

Pier Paolo Ippolito joins the adventure to discuss some of the paradoxes or counterintuitive generalizations people make about their datasets. Ben, Chuck, and Pier dive into how to look at statistical

Testing Your MLOps - ML 051
October 28, 2021

The panel jumps in to attempt to break your mental build regarding testing your ML Ops. They advocate for good testing practices around your code and systems and discuss how you can reliable test the

Deploying Your Machine Learning Models with FastAPI ft. Ahmad Mustafa Anis - ML 050
October 21, 2021

Ahmad Mustafa Anis joins the adventure to discuss how he deploys his Machine Learning models using FastAPI. FastAPI is a system for connecting and running Python programs. If your model is built in P

Monitoring and Evaluating Data Sets ft. Emeli Dral and Elena Samuylova - ML 049
October 14, 2021

Emeli Dral and Elena Samuylova joins the Adventure to discuss the tools they have built to monitor data quality to determine where data problems occur, what they mean, and how to fix them.

The MLOps Community with Demetrios Brinkmann - ML048
October 07, 2021

Demetrios Brinkmann joins the adventure to discuss how he build and supports the MLOps Slack community and online meetups. He goes into the community, moderation, running meetups, sponsorships, and mu

How to Build and Organize Production ML Solutions ft. Conor Murphy - ML 047
September 30, 2021

Conor Murphy joins the adventure to explain how he approaches new problems from customers at databricks and how he helps customers see their way past issues with their current solutions to get the out

Using AI to Make the LifeCycle of Software Development Easier ft. Antonio Alegria - ML 046
September 22, 2021

Antonio Alegria is the head of AI at Outsystems. He leads the effort to find ways to use AI to augment people's experience building software. He joins in to talk about how Outsystems approaches explo