Machine Learning in Trading | Regression Models | Quantra Course | Python for Trading
Part of the course Trading With Machine Learning : Regression
https://quantra.quantinsti.com/course...
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Algorithms have been a part of the trading world for long. Recently the advances made in machine learning have made it possible for programmers to make predictions with great accuracy.
In this course we will exploit this ability of algorithms to create a trading strategy. Your mission should you choose to accept it is to create a market beating strategy using the regression techniques in Python.
By the end of this course you will be able to code an algorithm in Python that will predict the day's high and low given it's open. We will use this prediction to create a trading strategy.
In the process of accomplishing this task, you will learn how to acquire data from data sources on the internet, pre-process it, use Hyper parameters, do cross-validation, train the machine learning model and then test its performance.
You will also learn the math behind linear regression and types of errors. By the end of this course you will be able to understand the various types of regression, diagnosed bias and variance, solve bias and variance problems and finally make a prediction.
All the above-mentioned concepts might sound intimidating to a newbie but they will be dealt with in a careful and structured manner along with guided hands-on coding. This will enable you to not only understand the concepts but also apply them concurrently so sign up for this course now to start implementing machine learning algorithms for trading.
Quantra is an online education portal that specializes in Algorithmic and Quantitative trading. Quantra offers various bite-sized, self-paced and interactive courses that are perfect for busy professionals, seeking implementable knowledge in this domain.
Find more info on - https://quantra.quantinsti.com/
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