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.

Top Picks

Neural Network In Python: Types, Structure And Trading Strategies

What is a neural network and how does it work? How can you create a neural network with the famous Python programming language? In this tutorial, learn the concept of neural networks, their work, and their applications along with Python in trading....
19 min read

Machine Learning Basics: Components, Application, Resources and More

Machine Learning basics, algorithms, concepts and techniques are the talk of the day! Machine Learning has dramatically altered every field. Dive into the basics of machine learning, and learn all about it....
14 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....
15 min read

Gold Price Prediction: Step By Step Guide Using Python Machine Learning

A guide about Gold price using prediction using machine learning in Python. Learn about defining the variables to create a linear regression model, and eventually predicting the Gold ETF prices....
5 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....
10 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....
12 min read

Introduction to Support Vector Machines

In this article, we will understand how support vector machines work and its application in trading. We will also go through the maths behind the SVM and the process of using it in a non-linear model....
15 min read

Decision Tree For Trading Using Python

We will focus on trading and how to use decision trees to find trading rules that allow us to gain an edge in the market....
14 min read

Machine Learning

Gini Index: Decision Tree, Formula, Calculator, Gini Coefficient in Machine Learning

Gini Index is a powerful tool for decision tree technique in machine learning models. This detailed guide helps you learn everything from Gini index formula, how to calculate Gini index, Gini index decision tree, Gini index example and more!...
Machine Learning
9 min read

Machine Learning Basics: Components, Application, Resources and More

Machine Learning basics, algorithms, concepts and techniques are the talk of the day! Machine Learning has dramatically altered every field. Dive into the basics of machine learning, and learn all about it....
Machine Learning
14 min read

Machine Learning Classification Strategy In Python

You will create a machine learning classification python algorithm for predicting the S&P500 price. For this task, you will use the Support Vector Classifier (SVC) algorithm. The classification algorithm builds a model based on the training data, classifies test data into the categories....
Machine Learning
9 min read

Building a Machine Learning model for a Long-only strategy to be used as a Retail Trader

How do you build and implement a long-only strategy to buy and sell stocks via machine learning? And how do you do it if you're a retail trader? Let this project be your guide....
Machine Learning
8 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....
Machine Learning
4 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....
Machine Learning
7 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....
Machine Learning
15 min read

Gold Price Prediction: Step By Step Guide Using Python Machine Learning

A guide about Gold price using prediction using machine learning in Python. Learn about defining the variables to create a linear regression model, and eventually predicting the Gold ETF prices....
Machine Learning
5 min read

Machine Learning and Systematic Forex Trading | Algo Trading Projects

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....
Webinars
2 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....
EPAT Trading Projects
17 min read