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....
QuantInsti’s Blog on Algo Trading and Quantitative Finance
VWAP Tutorial: Calculation, Uses, and Limitations
VWAP is a technical indicator that can be used by retail as well as institutional traders. In this blog, we will understand what is VWAP (Volume Weighted Average Price), its calculation and also its uses....
Getting Started With Data Science: A Case Study On Food Delivery App
This blog on ‘Steps in Data Science’ will walk you through a helpful framework to understand the process of data science. Using a case study on a food delivery app, we will try to break down the steps to help you learn the life cycle of any data science project....
Pairs Trading Basics: Correlation, Cointegration And Strategy
In this article on Pairs trading basics, we will understand the concept behind this strategy, including correlation, cointegration and Z-score. We will then define entry and exit points as well as look at a simple pairs trading strategy....
Scikit Learn Tutorial: Installation, Requirements and Building Classification Model
In this Scikit learn tutorial, we will see how we can leverage the power and simplicity of Scikit Learn to build a classification model (also called a classifier) and tune its parameters in a step by step guide....
Python Matplotlib Tutorial: Plotting Data And Customisation
In this tutorial on Python Matplotlib, we will understand how to install and create plots using the functions present in the Matplotlib package....
Algorithmic Trading In India: History, Regulations, Platforms And Future
In this article, we will understand how algorithmic trading has evolved in India and also understand the different regulations as well as the algorithmic trading platforms available in India....
Jupyter Notebook Tutorial: Installation, Components and Magic Commands
In this tutorial, we will understand the different components of Jupyter Notebook and how to install it. We will also take a look at the different shortcuts and magic commands in the notebook and how to write in markdown language....
The Hidden Truths About Stop loss In Trading
In this article, we will understand where stops help, where they don’t, their effect on profitability and, if you are using them, where to set them....