PATH 05
Advanced Quant Methods
Explore statistical foundations, time series analysis, machine learning for alpha, alternative data, and out-of-sample strategies.
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5.1
Statistical Foundations
Distributions, hypothesis testing, regression
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5.2
Time Series Analysis
Stationarity, ARIMA, regime detection
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5.3
Machine Learning for Alpha
Overfitting, feature engineering, ML models
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5.4
Alternative Data India
Satellite, NLP, credit data, web scraping
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5.5
Out-of-Sample Strategies
Walk-forward, paper trading, degradation
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Earn your Advanced Quant Methods certificate
Complete all 5 module quizzes above, then take the 30 question path certification test at the end of Module 5.5. Pass to unlock your shareable PDF certificate with your name on it.
1Finish 5 module quizzes
2Take 30 question path test
3Download certificate