147: Dr Thomas Starke – Detective Work Leading to Viable Trading Strategies, and the Rise of AI

1

Introduction

00:00 • 3min

2

Kwon-Topian's Interview With Thomas Stark

02:40 • 2min

3

How to Analyze Strategy Parameters

04:38 • 2min

4

How to Use in-Sample and Out-of-Solution Strategies to Improve Your Results

06:43 • 2min

5

The Path to Trading

08:38 • 4min

6

The Importance of Physics in Trading

12:18 • 2min

7

How to Develop Strategies That Work for You

14:09 • 3min

8

How to Trade on Different Types of Sentiment

16:50 • 2min

9

How to Use Satellite Imagery to Get Interesting Data

18:49 • 2min

10

How to Use Satellite Images to Improve Your Life

20:23 • 2min

11

How to Clean Your Data

22:21 • 2min

12

How to Trade the Future With Trade the Pool

24:08 • 4min

13

AlphaLens: A Framework for Strategy Development

27:40 • 2min

14

How to Test Factors

29:25 • 2min

15

How to Determine if a Factor Has Predictive Power

31:08 • 4min

16

How to Reduce Overfitting in Your Tests

34:45 • 4min

17

The Importance of Correlation in Training and Testing

38:46 • 2min

18

How to Make Your Own Tests With AAA Quants

40:35 • 2min

19

How to Test Robustness of Your Strategies

43:04 • 3min

20

The Advantages of a Back Test

46:01 • 2min

21

How to Use Monte Carlo for Strategy Development

47:43 • 4min

22

How to Deal With Data Mining Bias

51:35 • 2min

23

How I Pursued Quantitative Trading

53:10 • 2min

24

The Future of Artificial Intelligence

55:32 • 3min

25

The Future of Artificial Intelligence

58:23 • 2min

26

The Future of Cryptocurrency Trading

01:00:08 • 3min

27

Quantum Computing: A New Type of Computer

01:02:41 • 5min

28

How to Hack a Quantum Computer

01:08:01 • 2min

29

The Future of Quantum Computing

01:09:58 • 2min

30

How to Find Your Own Style in Algorithmic Trading

01:12:21 • 2min

31

How to Trade in a Different Way

01:14:05 • 2min

32

Quantopian Workshops

01:16:06 • 2min