
Super Data Science: ML & AI Podcast with Jon Krohn 293: True Personalization Through Reinforcement Learning
Sep 4, 2019
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23
Introduction
00:00 • 5min
The Decision to Leave Qualcomm
05:22 • 2min
The Importance of Direct Impact
07:37 • 2min
The Importance of Bungee Jumping
09:17 • 2min
How to Talk at Data Science Go This Year
11:05 • 2min
How to Personalize Your Business With Reinforcement Learning
12:57 • 4min
The Power of Reinforcement Learning
16:44 • 3min
The Differences Between Personalization and Classification
19:42 • 3min
The Future of Device Personalization
22:48 • 3min
How to Reduce Energy Consumption in Your Home
25:52 • 2min
The Future of Machine Learning and AI
28:14 • 2min
The Power of Reinforcement Learning
30:09 • 2min
The Advantages and Disadvantages of Reinforcement Learning
32:33 • 5min
The Advantages of Supervised Learning
37:33 • 2min
The Advantages of Reinforcement Learning
39:12 • 3min
How to Map a Problem to Reinforcement Learning
41:42 • 2min
How to Minimize the Puppy Period
43:57 • 3min
How to Train a Self-Driving Car
46:50 • 2min
How to Learn Reinforcement Learning and Get Really Good at It
48:55 • 2min
How to Learn Reinforcement Learning
50:43 • 2min
The Biggest Mistake in Reinforcement Learning
52:35 • 2min
How to Investigate Problems With a Simple Solution
54:14 • 2min
The Six Advantages of Reinforcement Learning
56:00 • 5min
