Learn advanced trading analysis from proficient to expert level with practical course using Python programming language
Master key concepts and practical skills through structured learning modules. By completing this curriculum, you'll gain valuable expertise applicable to real-world scenarios.
Read or download S&P 500® Index ETF prices data and perform advanced trading analysis operations by installing related packages and running code on Python PyCharm IDE.
Implement trading strategies through trend-following indicators such as simple moving averages, moving averages convergence-divergence and mean-reversion indicators such as Bollinger bands®, relative strength index, statistical arbitrage through z-score.
Maximize historical risk adjusted performance by optimizing strategy parameters through an exhaustive grid search of all indicators parameters combinations.
Evaluate simulated strategy optimization trials historical risk adjusted performance through annualized return, annualized standard deviation and annualized Sharpe ratio metrics.
Minimize strategy parameters optimization overfitting or data snooping through multiple hypothesis testing adjustment.
This comprehensive Advanced Trading Analysis with Python curriculum is designed to take you from foundational concepts to advanced implementation. Each module builds upon the previous, ensuring a structured learning path that maximizes knowledge retention and practical application.
Understand what you need to succeed in this course and determine if it's the right fit for your learning goals
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Everything you need to know about this online course, from duration to certification
Course Instructor
Diego Fernandez
Expert instructor with industry experience
Course Language
English
All materials in English
This online course offers comprehensive training with expert instruction, practical exercises, and a certificate of completion. Join thousands of students advancing their careers through quality online education.
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