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Create time series and cross sectional momentum strategies on stock, stock indices, fixed income, and commodities futures. Learn to quantitatively analyze time series, portfolio returns and risks, and design and backtest momentum trading systems.n

SKILLS COVERED

Finance and Math Skills
- Contango and Backwardation
- Hurst Exponent
- P-value
- Sharpe, Returns Drawdowns
Strategies
- Time Series
- Cross Sectional
- Roll Returns
- Event Driven
- Crossover
Python
- Pandas, Numpy
- Matplotlib, Heatmap
- Pearsonr
- Datetime
- Conditional Flow Statement

COURSE FEATURES

Lifetime Access to the course
Community support
Downloadable codes
Hands-on guided learning
Get Certified

EARNING TRACK

Automated Trading using Python & Interactive Brokers

FOUNDATIONn

Python For Trading!

BEGINNERn

Day Trading Strategies for Beginners
Quantitative Trading Strategies and Models

INTERMEDIATEn

Trading Strategies with News and Tweets
Trading with Machine Learning: Classification and SVM
Automated Trading with IBridgePy using Interactive Brokers Platform

ADVANCEDn

Momentum Trading Strategies

AFTER THIS COURSE YOU’LL BE ABLE TO

List and explain the fundamental reasons behind the significant and persistent returns from momentum trading strategies

Create and backtest time series and cross sectional momentum strategies on stock, stock indices, fixed income, and commodities futures

Optimise look back and holding period

Analyse portfolio returns and risk using different performance measures

Identify the nature of time series using Hurst exponent

Explain the basic concepts in futures markets such as contango, backwardation, term structure and roll returns

Apply crossover and breakout models to volatility decile portfolion

SYLLABUS

Introduction to the Course
What is Momentum?
Why Does Momentum Exist?
Introduction to Python
Technical Indicator
Technical Indicator Strategy
Types of Momentum
Time Series Momentum
Hurst Exponent
Correlation Analysis
Cross Sectional Momentum
Fundamental Momentum
Ranking Factors for Cross Sectional Portfolio
Event Driven Strategy
Treasury Markets
Momentum in Futures
Cross Sectional Momentum Strategy in Future
Momentum Crashes
Risk Management
Automate Trading Strategies
Python Installation
Course Summary

INSTITUTIONAL RISK DISCLOSURE: Trading foreign exchange, cryptocurrencies, and algorithmic assets on margin carries a high level of risk and may not be suitable for all investors. Past performance of any trading system or quantitative blueprint does not guarantee future results.