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Python Algo Trading: Market Neutral Hedge Fund Strategy
Introduction
Introduction (3:59)
Introduction to the Platform
Platform Introduction (1:16)
Platform Ecosystem (18:45)
Introduction to Python
Code Comments (3:04)
Variables (7:50)
Basic Math (4:49)
Collections (20:51)
Strings (5:57)
Logical Operators (12:29)
Loop Structures (8:20)
Functions (10:21)
NumPy
Basic NumPy Arrays (14:44)
Calculating Expected Return (6:56)
Linear Algebra (12:05)
Pandas
Motivational Example (2:33)
Series (21:47)
DataFrame (14:02)
Pipeline
Introduction (9:44)
Creating a Pipeline (5:05)
Factors (13:32)
Combining Factors (4:25)
Filters (11:05)
Combining Filters (3:47)
Masking (7:46)
Classifiers (7:52)
Datasets (6:02)
Custom Factors (12:54)
Putting It Together (8:23)
Moving to the IDE (12:25)
Professional Quant Workflow
Professional Quant Workflow (1:45)
Trading with Sentiment Analysis - Psychsignal
Introduction - Psychsignal (10:45)
Importing the Libraries and Exploring the API (21:13)
Defining Our Factor (13:50)
Analyze the Predictive Power of our Factor (13:04)
Backtesting Factor (16:34)
Analyze Backtest Result (7:06)
Trading with Sentiment Analysis 2 - Sentdex
Introduction - Sentdex (6:22)
Importing the Libraries and Exploring the API (10:03)
Define Factor (5:50)
Analyze the Predictive Power of Our Factor (8:01)
Backtest Factor (10:48)
Analyze Backtest Result (11:48)
Platform Ecosystem
Complete and Continue