RandomForest is a very popular machine learning algorithm.
It gets widely used in machine learning classification problems.
RandomForest first builds random trees by boosting using input features.
Then is aggregates the trees and gives the result by majority voting.
I wont go into the mathematical details of RandomForest Algorithm.
I have written a blog on a RandomForest Algorithmic Trading Strategy.
This RandomForest Algorithmic Trading Strategy achieved a success rate of 85%.
I have coded this RandomForest Algorithmic Trading Strategy in Python.
Scikit-Learn is a powerful Python Machine Learning library.
We can also use Tensorflow and deploy this algorithmic trading strategy on Google Cloud.
Google Cloud Compute Engine can help deploy your algorithmic trading strategies in the cloud.
First you install MT4 on Google Cloud Compute Engine and then connect with with Python.
You can use ZeroMQ library to connect MT4 with Python
