Machine Learning

Learn basics to advanced concepts in machine learning and its implementation in financial markets. Includes deep learning, tensor flows, installation guides, downloadable strategy codes along with real-market data.

Apr 05, 2021

2 min read

[Algo Trading Projects] Machine Learning and Systematic Forex Trading

There are two project presentations in this session. First on “Building a Random Forest regression model for Forex trading using price indicators and a sentiment indicator” by Christos Gklinavos and second on “Systematic G10 FX index” by Marti Castany....

Mar 29, 2021

17 min read

Dynamic Asset Allocation using Neural Networks

With this project, learn how to leverage daily returns prediction from a set of dynamic linear neural network models and build an asset allocation strategy for stocks comprising the nifty bank index....

Mar 15, 2021

9 min read

Hierarchical Clustering in Python

Hierarchical clustering is a type of unsupervised learning that groups similar data points or objects into groups called clusters. This blog explains all about it....

Mar 04, 2021

6 min read

Naive Bayes Model: Introduction, Calculation, Strategy, Python Code

In this article, we will understand the Naive Bayes model and how it can be applied in the domain of trading....

Mar 01, 2021

5 min read

Building a Trading System using Regression Modelling

In this article, you will not only understand regression and its types but also build a trading system that uses regression analysis at its core. Code in Python right now!...

Feb 04, 2021

9 min read

Live Trading Integration on Quantra

Learn, Backtest, Analyse and Trade - All in one place with Quantra. Create and backtest a trading strategy using machine learning and live trade....

Jan 29, 2021

14 min read

Why is data cleaning important and how to do it the right way?

This blog is all about answering your data cleaning questions in the simplest form. It will deal with the basic challenges in cleaning data like missing and duplicate data, and provide easy solutions. This will take your data from being raw to being ready for analysis....

Nov 18, 2020

10 min read

Machine Learning Strategy using Blueshift Visual Programming

We use Blueshift Visual Programming to create a machine learning strategy without writing any code! We also backtest and then live trade the strategy....

Oct 16, 2020

12 min read

Reinforcement Learning in Trading: Components, Challenges, and More

In this article, we will start with the concept of reinforcement learning and its components. Further, we will look at the learning process of the model and how to apply in trading....