Where ML and DevOps Meet - ML 108
Hosts of the Adventures in DevOps podcast, Jillian Rowe and Jonathan Hall, join Ben and Michael on this week's episode crossover. They talk about the intersection of ML and DevOps. They dive into the ...
17 Mar 20231h 5min
How Does ChatGPT Work? - ML 107
ChatGPT is the most robust free chatbot. It can answer questions, write code, and summarize text. Today we will talk about the creation of ChatGPT, its implications for society, and how the model actu...
10 Mar 202348min
Machine Learning for Movie Scripts - ML 106
Today we look at an applied use case for ML: parsing movie scripts. Expect to learn about bringing ML to new industries, the future of Large Language Models (LLM), and automation in the movie industry...
3 Mar 202345min
ChatGPT and the Divine - ML 105
"Any sufficiently advanced technology is indistinguishable from magic." Today, Michael and Ben talk about the broad implications of ChatGPT and similar algorithms. Expect to learn about...The differen...
23 Feb 202351min
Deep Learning for Tabular and Time Series Data - ML 104
Today we speak with a staff data scientist at Walmart who specializes in forecasting. He has built an open-source tool that allows you to leverage tabular data in PyTorch. He also has written a book o...
16 Feb 20231h 8min
Notebooks vs. IDEs With Fabian Jakobs - ML 103
How do you develop ML code? Do you use notebooks or do you use IDEs? In this episode, we get some practical advice from both Ben and our guest on leveraging software principles to write better code in...
9 Feb 202345min
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'...
3 Feb 202350min
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 ...
27 Jan 202341min
