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 • 4min
How I Got My Start in Quant Trading and Investing
03:32 • 2min
What Is a Classifier?
05:34 • 3min
The Evolution of the Classifier
08:27 • 3min
Alpha Factors and Classifiers
11:15 • 3min
Combining Alpha Factors to Improve Classifiers
14:05 • 3min
The Importance of Weak Classifiers
16:48 • 2min
How to Aggregate Multiple Alpha Factors Together
18:46 • 4min
How to Monitor the Lifespan of Your Factors
23:15 • 3min
How to Use Regression Models to Estimate Dependence
26:21 • 3min
The Benefits of Combining Multiple Alpha Factors
29:06 • 2min
How Machine Learning Aids in Aggregating Multiple Alpha Factors
30:45 • 2min
The Magic of Combining Multiple Factors
32:32 • 5min
The Importance of Sharp Ratio in Equity Strategies
37:24 • 2min
Ada Boost: A Machine Learning Algorithm That Gets the Answer Right
39:27 • 4min
How to Trade a Portfolio of 1000 Stocks
43:16 • 2min
How to Trade a Portfolio of 10 or 50 Assets
45:23 • 2min
Quantopian's Alpha Model and Ada Boost
46:59 • 4min