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Data science for algorithmic trading

Publicado en 05 Oct 2021

Udemy UK

Lo que aprenderás

  • Use numpy to do scientific calculation
  • Use pandas to import and organize data
  • Use Matplotlib to visualize data
  • Use, create, understand mathematical model
  • Machine learning for algorithmic trading
  • Features Engineering
  • Statistics for finance
  • Create an easy-to-reuse backtesting universe
  • Automatically take sales and buy positions
  • Data import with a API
  • Requisitos

  • No knowledge required
  • Programming knowledge in python is advantageous
  • Statistics and algebra is a advantageous
  • Descripción

    It’s 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 calculations

    The pandas library to organize and visualize data

    The Matplotlib library to make powerful graphics

    Features engineering

    Linear regression for finance

    Machine vector support

    Decision tree

    Random Forest

    Apply and understand the Sharpe ratio

    Apply and understand the Sortino ratio

    Understanding the volatility of a stock market asset

    Understand and create a backtesting universe that is easy to reuse

    Backtest the strategy

    ¿Para quién es este curso?

  • Everyone

  • Debes tener en cuenta que los cupones duran maximo 4 dias o hasta agotar 1000 inscripciones,pero puede vencer en cualquier momento. Obten el curso con cupon haciendo clic en el siguiente boton:

    (Cupón válido para las primeras 1000 inscripciones): F66D84E5A95F9EA01DD2
    Udemy UK
    Tags:
    • #Algorithmic

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