Adventures in Machine Learning
Latest Episodes
How To Do Post-Production with Abhilash Pattnaik - ML 062
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
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
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
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
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
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
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
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
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
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