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

Reinforcement Learning in Finance: Resources and Expert Advice from Paul Bilokon

Discover expert resources on Reinforcement Learning in Finance, featuring insights and strategies from Dr. Paul Bilokon. Learn how RL is transforming trading with AI-driven solutions and practical tools....
14 min read

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....
7 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

Ensemble Methods - Bagging And Boosting

This blog demonstrates some methods to improve the performance of decision trees & focus on ensemble methods like Bagging and Boosting to build decision trees....
Machine Learning
4 min read

Cross Validation In Machine Learning Trading Models

After reading this, you will be able to determine if your model is good in predicting which signal and performance of model in different stress scenarios...
Machine Learning
11 min read

Top Machine Learning Blogs Of 2018

This article lists down the top machine learning blogs for beginners as well as advanced readers to know how to apply machine learning concepts to trading....
Machine Learning
5 min read

Introduction To Deep Learning And Neural Network

This blog covers the basics of deep learning and neural network along with the history, working, and applications of deep neural network and deep learning....
Machine Learning
8 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....
Machine Learning
14 min read

Understanding Backpropagation

We have some means of making our weights more accurate so that our output will be more accurate. We adjust these random weights using the backpropagation....
Machine Learning
10 min read

Installing Keras - Using Python And R

In this article, we review the installation process of Keras and check some examples applied to trade systems....
Machine Learning
4 min read

Deep Learning - Artificial Neural Network Using TensorFlow In Python

In this article, we develop a Machine Learning technique called Deep Learning (Artificial Neural Network) by using Tensorflow...
Machine Learning
12 min read

How To Install TensorFlow GPU (With Detailed Steps)

Learn all about Tensorflow GPU Installation on an Nvidia GPU system using instructions and various steps involved in the process....
Machine Learning
6 min read

Artificial Intelligence And Stock Markets, Here's What You Didn't Expect!

Role of Artificial Intelligence in changing the stock markets in many ways and it feels like financial singularity is just around the corner. Learn about the repercussions from the author’s point of view....
Machine Learning
7 min read