Algorithm Trading

Build a custom backtester with Python – AlgoTrading101 Blog

Getting started In this article, we will be creating a simple skeleton of a custom Python backtester that should have ...

RAPIDS Libraries for Trading | Nvidia | GPU-based | Python

Don’t be deceived by the past. In the rapidly evolving domains of data science and financial machine learning, quicker calculations ...

Momentum Trading: Types, Strategies, and More

Momentum trading, a popular approach in short-term trading, revolves around spotting changing asset prices and capitalising on these changes by ...

Price Action Trading: Strategies, Algo Trading and Python

Price action trading stands as a time-honoured methodology cherished within the thriving trading community. Both individual traders and institutional investors ...

Standard Deviation in Trading: Calculations, Use Cases, Examples and more

Whether you’re a seasoned trader or just starting in quantitative finance, grasping the concept of standard deviation is crucial. Standard ...

Risk Management in Trading: Everything that you should know

In trading, risk is inherent, as factors such as inflation, natural disasters, political instability, conflicts, etc. can impact financial markets ...

AI-Powered Trading Workshop | Register for Free Now!

About the Workshop In this dynamic era of technological innovation, where Artificial Intelligence reshapes industries at an unprecedented pace, the ...

Machine Learning Logistic Regression: Python, Trading and more

Imagine a world where you can predict market movements with uncanny accuracy, where gut feelings give way to data-driven insights, ...

OpenBB Platform – A Complete Guide – AlgoTrading101 Blog

What is the OpenBB Platform? The OpenBB Platform is an open-source modular financial analysis ecosystem. It integrates with close to ...

Time Series and LSTM Models | Comparison | Stock Price Prediction

This project is about comparative study of time-series analysis techniques and ML techniques from the perspective of Stock/Index price prediction ...

Implied Volatility: Formula, Options, Python, Calculations and more

Have you ever wondered how to gauge the market’s anticipation of volatility? Is there a method to predict future volatility, ...

Hierarchical Clustering in Python: A Comprehensive Implementation Guide

Hierarchical clustering is a powerful technique in the realm of data analysis and pattern recognition, offering a nuanced understanding of ...

Seasonality Trading: A Beginners Guide

Seasonality is a fascinating phenomenon in the world of stock trading. It refers to the predictable patterns and trends that ...

Parabolic SAR: Formula, Calculation, and Python Code

In the dynamic realm of financial markets, technical analysis plays a pivotal role in guiding trading decisions and unravelling market ...

Directional Change in Trading: Indicators, Python Coding, and HMM Strategies

Usually, regime detection is made with an HMM estimation over price returns or price return volatility. However, Chen and Tsang ...

Johansen Cointegration Test: Learn How to Implement it in Python

Updated by Chainika Thakar (Originally written by Devang Singh) Time series data is a unique and invaluable form of data ...

Decoding Volatility: Your Options Trading Edge | Webinar

About Session This is your opportunity to acquire a comprehensive understanding of volatility in the options trading world. The primary ...

Mastering Python Linters: A Guide for Developers – AlgoTrading101 Blog

What types of Python linters exist? Types of Python linters can be categorized into two groups which are Code formatting ...

LEAN Engine (on AWS) and Interactive Brokers Guide – AlgoTrading101 Blog

How to get started with the LEAN Engine and AWS? To get started with the LEAN Engine, we will need ...

Top 10 Blogs on Algorithmic Trading | 2023

By Aiman Mulla Leveraging algorithms to facilitate trading actions, Algorithmic Trading is an approach that employs models trained to analyse ...

Proprietary Trading Explained: Definitions, Strategies and Career Opportunities!

By Chainika Thakar In the fast-paced world of finance, where markets ebb and flow with the speed of information, proprietary ...

Bollinger Bands Explained: Trading Strategy, Formula, Calculation and More

By Chainika Thakar and Rekhit Pachanekar Bollinger Bands, a widely acclaimed technical analysis tool, has become an indispensable asset for ...

Python in Excel – PyXLL vs Microsoft – AlgoTrading101 Blog

What tools can I use to have Python in Excel? Python in Excel tools vary and the two most popular ...

Vector AutoRegression (VaR) models | Time Series | Python | R

By José Carlos Gonzáles Tanaka Whenever you want to estimate a model for multiple time series, the Vector Autoregression (VAR) ...
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