Podcast Episodes

Building A Business Powered By Machine Learning At Assembly AI

Episode 9

Summary
The increasing sophistication of machine learning has enabled dramatic transformations of businesses and introduced new product categories. At Assembly AI they are offering advanced speech rec…

Published on 3 years, 2 months ago

Update Your Model's View Of The World In Real Time With Streaming Machine Learning Using River

Episode 8

Summary
The majority of machine learning projects that you read about or work on are built around batch processes. The model is trained, and then validated, and then deployed, with each step being a d…

Published on 3 years, 2 months ago

Using AI To Transform Your Business Without The Headache Using Graft

Episode 7

Summary
Machine learning is a transformative tool for the organizations that can take advantage of it. While the frameworks and platforms for building machine learning applications are becoming more p…

Published on 3 years, 3 months ago

Accelerate Development And Delivery Of Your Machine Learning Projects With A Comprehensive Feature Platform

Episode 6

Summary
In order for a machine learning model to build connections and context across the data that is fed into it the raw data needs to be engineered into semantic features. This is a process that ca…

Published on 3 years, 3 months ago

Build Better Models Through Data Centric Machine Learning Development With Snorkel AI

Episode 5

Summary
Machine learning is a data hungry activity, and the quality of the resulting model is highly dependent on the quality of the inputs that it receives. Generating sufficient quantities of high q…

Published on 3 years, 3 months ago

Declarative Machine Learning For High Performance Deep Learning Models With Predibase

Episode 4

Summary
Deep learning is a revolutionary category of machine learning that accelerates our ability to build powerful inference models. Along with that power comes a great deal of complexity in determi…

Published on 3 years, 3 months ago

Stop Feeding Garbage Data To Your ML Models, Clean It Up With Galileo

Episode 3

Summary
Machine learning is a force multiplier that can generate an outsized impact on your organization. Unfortunately, if you are feeding your ML model garbage data, then you will get orders of magn…

Published on 3 years, 4 months ago

Build Better Machine Learning Models With Confidence By Adding Validation With Deepchecks

Episode 2

Summary
Machine learning has the potential to transform industries and revolutionize business capabilities, but only if the models are reliable and robust. Because of the fundamental probabilistic nat…

Published on 3 years, 4 months ago

Build A Full Stack ML Powered App In An Afternoon With Baseten

Episode 1

Summary
Building an ML model is getting easier than ever, but it is still a challenge to get that model in front of the people that you built it for. Baseten is a platform that helps you quickly gener…

Published on 3 years, 4 months ago

Introducing The Show

Hello, and welcome to the Machine Learning Podcast. I’m your host, Tobias Macey. You might know me from the Data Engineering Podcast or the Python Podcast.__init__. If you work with machine learning …

Published on 3 years, 5 months ago