QuantInsti Blog

Algo Trading & Quant Finance

Free Download
Free Download
Free Download

All Blogs

K-Nearest Neighbors Algorithm: Steps to Implement in Python

With KNN, you can effortlessly classify and predict data points based on their proximity to the k nearest neighbors. Find out more about the simplicity and robustness of KNN and let it help you revolutionise your trading experience....
12 min read

Gamma Scalping: How to Use in Trading, Strategies, Formula, Examples and More

Gamma scalping is a trading strategy commonly used by options traders to profit from changes in the price of the underlying asset. Dive into this blog to learn all about gamma scalping....
14 min read

AutoRegressive Moving Average (ARMA) models: A Comprehensive Guide

Are you new to time series analysis Autoregressive Moving Average (ARMA) models are the first models that you should learn about! Dive into this comprehensive guide to explore all about it....
10 min read

Autocorrelation in Trading: A Practical Python Approach to Analyzing Time Series Data

Autocorrelation can do a lot. Discover how this powerful statistical tool can uncover hidden patterns in time series data.Get ready to dive into the fascinating world of autocorrelation with this informative blog!...
14 min read

Convolutional Neural Networks in Trading with Python: A Complete Guide for CNN

A convolutional neural network is an important concept of deep learning and can be applied to trading as well. But what is it and how can it be applied to trading? This informational blog covers it all....
11 min read

Machine Learning for Algorithmic Trading in Python: A Complete Guide

Python's popularity and its rich ecosystem of libraries, coupled with the simplicity of implementing Machine Learning have made machine learning for algorithmic trading in Python a popular choice. Get all these useful insights with this informative blog....
17 min read

History of Algorithmic Trading, HFT and News Based Trading

With this blog, explore the early developments of algo trading, HFT and news based trading. Gain insights into each trading type from their beginning till now....
12 min read

Forecasting Stock Prices Using ARIMA Model

Did you know that ARIMA can be used with Python for trading? Get to know the role of ARIMA in time series analysis for forecasting the stock prices and much more with this blog....
12 min read

Finding Balance: Jesmer Wong's Path as a Data Scientist into Algorithmic Trading

Jesmer Wong, a data scientist from Hong Kong explores the world of algo trading with EPAT. With a background in electronics engineering and an MBA in Finance, Jesmer is also the founder of a business networking portal in Hong Kong. This is his journey into algorithmic trading....
4 min read

Backtesting: How to Backtest, Strategy, Analysis, and More

Discover the importance of backtesting trading strategies. Learn how to do backtesting, explore how you can use Python for backtesting a trading strategy, interpretation, and much more in this insightful blog....
25 min read