Algorithmic Trading Strategies
Algorithmic Trading aims to remove the human factor and instead follows pre-determined statistics based strategies that can be run 24/7 by computers with minimal oversight. Source
Pavlo Sidelov
Combining Technical Indicators with Deep Learning for Stock Trading
This project is not a deep dive into connecting technical analysis and machine learning, but just a simple framework so that the reader can work upon it and implement their own features. Source
Algorithmic Trading with Economics Driven Deep Learning
Incorporating macro-economic theories in deep learning models Source
Quantum Computing for Finance
Multiverse Computing worked with major banks like BBVA and Bankia to solve real world problems in finance using a D-Wave quantum computers. In a project with Bankia, they tackled the problem of dynamic portfolio optimization ...
Introduction to Neural Networks for Finance
Machine Learning and deep learning have become new and effective strategies commonly used by quantitative hedge funds to maximize their profits. As an AI and finance enthusiast myself, this is exciting news as it combines ...
How to trade stocks using Keras (machine learning), explained in plain English
TLDR: In stock markets, past performance is not always a good predictor of future returns, and this makes predicting stock prices using machine learning difficult. Nonetheless, you can find my attempt here. *Prerequisite: familiarity with ...
Eigen-vesting I. Linear Algebra Can Help You Choose Your Stock Portfolio
Correlation is a very fundamental and viseral way of understanding how the stock market works and how strategies perform. Modern portfolio theory has made great progress in tying together stock data with portfolio selection. Today, ...
AI for Credit Risk Management: Banking and Finance
A strong credit risk management system in combination with AI and ML technologies can not only mitigate financial risks but also level up the effectiveness of decision-making processes, increasing a company’s profit. According to Statista, ...
Stock Price Prediction Based on Deep Learning
How can machine learning be used to invest? The stock market is known as a place where people can make a fortune if they can crack the mantra to successfully predict stock prices. Though it’s ...
Build A Bitcoin Price Prediction Program Using Machine Learning And Python
n this article I will show you how to build your own Python program to predict the price of Bitcoin (BTC) using a machine learning technique called Support Vector Machine. So you can start trading ...