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.

May 17, 2021

5 min read

Gold Price Prediction Using Machine Learning In Python

A step-by-step technique to predict Gold price using machine learning Regression in Python. Learn right from defining the explanatory variables to creating a linear regression model and eventually predicting the Gold ETF prices....

Apr 20, 2021

18 min read

Machine Learning Classification Algorithms

Machine Learning classification algorithms and their implementation in Python, models and more! All covered in a robust manner in this grand article....

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 08, 2021

9 min read

Autoregression: Model, Autocorrelation and Python Implementation

In this article, you will learn about the autoregression model to forecast time series and its Python implementation....

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....