

Human-centered design for AI; working with Fei-Fei Li; human first design for AI, Andrew Kondrich - The Data Scientist Show #006
Oct 1, 2021
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
Introduction
00:00 • 2min
Scale and Machine Learning at Scale
02:20 • 2min
The Challenges of Machine Learning Research Engineers at Scale
04:08 • 3min
How to Optimize Your Machine Learning Model
06:53 • 1min
The Importance of Understanding the Fundamentals of Machine Learning
08:23 • 2min
How to Achieve Product Mindset Skills
09:59 • 2min
The Importance of Data Quality
11:37 • 2min
The Importance of Data Labeling for Machine Learning
13:45 • 2min
How to Hire a Human First Designer
15:31 • 2min
Building a Great ML Team
17:47 • 3min
The Importance of Communication in Machine Learning
21:04 • 2min
The Future of Machine Learning
22:57 • 2min
The Future of Machine Learning
25:18 • 3min
How to Stay Up to Date With the Latest Research
28:00 • 2min
How to Stay Focused in Machine Learning Research
29:47 • 3min
The Future of Machine Learning
32:37 • 3min
How to Handle Stress in a Startup
35:08 • 3min
Andrew Kondrj's Career Journey
38:19 • 3min