EPAT Trading Projects

Sep 14, 2020

7 min read

Building a Random Forest Regression model for Forex trading using price indicators and a sentiment indicator

This article helps you understand how you can build a machine learning model that could predict the next day’s currency close price based on previous days data....

May 14, 2020

8 min read

Prediction of the price trend of Metals with Machine Learning

This project will help you learn how you can predict the price trend of metals using Machine Learning in your trading practice....

May 05, 2020

18 min read

LSTM Networks: Can They Predict Equity Index Prices?

In this article, we look at an enhanced version of the recurrent neural network called the LSTM network to predict SPY equity index prices based on historical price and volume data....

Apr 30, 2020

5 min read

Automation using trend-following indicators

Learn how to create a system which can generate buy, sell, and automating orders as per signals generated by an intraday trading strategy based on 200 SMA and 50 EMA....

Feb 06, 2020

6 min read

Market Regime Detection with Hidden Markov Model

What are Market Regimes? How can you detect a Market Regime? How can you do it with the help of a hidden Markov Model? EPATian Fahim Khan explains in this project....

Jan 29, 2020

5 min read

Cash to Future Arbitrage

This EPAT project will help you understand and learn how you can build-up a module on Cash future Arbitrage....

Jan 24, 2020

6 min read

Intraday Low-Frequency Trading Strategy

This project explains how you can create an Intraday Low-Frequency trading strategy....

Jan 20, 2020

5 min read

Predicting SL/TP Signal Using Machine Learning

This EPAT Project could help you predict when to exit a BUY/ SELL position ie. Predicting SL/TP signal using Machine Learning, using a machine learning technique....

Jan 16, 2020

11 min read

Predicting Bank Nifty Open Price Using Deep Learning

Learn how to use Deep Learning for using a classifier to predict whether the Bank Nifty index listed in NSE will go up or down, and open on the next day....