Finance & Accounting Online Course by Udemy, On Sale Here
We will create a algorithmic trading strategy that earns 50% annually.
An excellent training about Financial Modeling & Analysis
Data science for algorithmic trading
Its with pride that I offer this data science course for algorithmic trading. It is the fruit of several years of work in the field in order to truly understand all the subtleties of the world of quantitative finance. Using libraries will allow you to do complex mathematical calculations applied to finance in just a few lines of code. We will see how to create a algorithm of trading from data import to automatic positions. You will create an algorithm that will yield more than 50% annually on the Nasdaq 100 using an algorithm. In summary, we will study: The numpy library to do scientific calculationsThe pandas library to organize and visualize dataThe Matplotlib library to make powerful graphicsFeatures engineeringLinear regression for financeMachine vector supportDecision treeRandom ForestApply and understand the Sharpe ratioApply and understand the Sortino ratioUnderstanding the volatility of a stock market assetUnderstand and create a backtesting universe that is easy to reuseBacktest the strategy
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