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

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....
Machine Learning
19 min read

Machine Learning Regression

Machine Learning regression is a useful concept in trading. Regression is known to help with the forecasting of stock prices in the trading domain. Find out the basics of Machine Learning followed by how Machine Learning regression can be applied to your trading journey with this informative blog!...
Machine Learning
10 min read

Hyperparameters: Optimization and Tuning for Machine Learning

For training your machine learning model to the best potential, hyperparameters play an important role. But what are the hyperparameters and how to use them for your machine learning models? Learn the nitty-gritty of using hyperparameters for machine learning models....
Machine Learning
7 min read

Top 10 Machine Learning Algorithms For Beginners

Machine learning algorithms are used in various fields today such as finance, healthcare, etc. There are some commonly used machine learning algorithms that beginners can use for trading. Let us understand the top 10 machine learning algorithms for beginners with this blog....
Machine Learning
14 min read

Applying LightGBM to the Nifty index in Python

LightGBM is an efficient gradient-boosting framework that uses tree-based learning. This blog discusses an improvised version of the algorithm and its use in the Indian stock market....
Machine Learning
8 min read

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

Data Preprocessing: Python, Machine Learning, Examples and more

Data preprocessing is among the most important steps when it comes to trading. With this blog, you can learn how you can make your machine learning models work in the most efficient way using data preprocessing, and more....
Machine Learning
8 min read