Machine Learning Archives - Software Engineering Daily Responsibly Deploy AI in Production with Anupam Datta
Nov 30, 2021
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
Introduction
00:00 • 2min
Machine Learning and Fairness
02:10 • 3min
Gender Bias in Google Ads
04:53 • 4min
Is There a Disparity in the Performance of Machine Learning Models?
08:44 • 4min
The Machine Learning Model Isn't Driving the Disparity
12:54 • 2min
True Era Platform Helps With Testing, Evaluation and Monitoring of Machine Learning Models
15:07 • 4min
Software Engineering Daily - Slash Honeycomb
18:41 • 2min
Machine Learning Platform - What Platform Support Do You Need?
20:46 • 2min
Is It Out of Box?
23:04 • 3min
How Much Background Knowledge Do I Need to Know About Machine Learning?
26:26 • 4min
Using a Monitoring Product to Assess the Quality of Models
30:16 • 4min
Yata Scale - The Backbone of Cloud Services
34:19 • 2min
Click Up - The No Code Project Management Software and Gera Alternative
36:01 • 3min
Is There Any Alerting Involved?
39:18 • 2min
Is the Estimated Accuracy a Good Thing?
40:58 • 5min
Machine Learning and the Pandemic?
45:32 • 3min
The Data Dependency of Machine Learning
48:38 • 2min
Machine Learning
50:23 • 2min
Scalable Machine Learning - What's the Onboarding Story for a Scrappy Start Up?
51:56 • 2min
