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.

Dec 15, 2021

4 min read

Top 10 blogs on Machine Learning | 2021

A list of some of our top machine learning blogs over the years, perfect for a learner at every stage - beginning to advanced level. Your best source for learning how to apply machine learning concepts to trading....

Aug 26, 2021

7 min read

Linear regression on market data - Implemented from scratch in Python and R

Learn to work with historical market data to implement linear regression models on Python and R, with reusable codes....

Aug 16, 2021

6 min read

Free Resources to Learn Machine Learning for Trading

Explore various free resources to learn machine learning for trading - check out courses, books, blogs, and more....

Jun 24, 2021

15 min read

An Introduction to Unsupervised Learning for Trading

Learn about the basics of unsupervised learning algorithms and their use cases in Finance/Investment/Trading with examples in Python....

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....