Stock-Market Prediction using Neural Networks for Multi-Output Regression in Python

This article showcases multi-output neural networks for time-series regression and demonstrates their use in the context of stock market forecasting. We will train and test a Keras neural network with ten output neurons using historical price quotes for Apple stock. … Continued

Simple Cluster Analysis using K-Means and Python

This article shows how to run a simple cluster analysis on synthetic data using the K-Means clustering algorithm in Python. Cluster analysis is an unsupervised machine learning technique that groups similar objects into clusters and separates them from different ones. … Continued

Building a Twitter Bot for Crypto Trading Signals using Python

In this article, we will develop a Twitter bot in Python that will generate automated trading signals. Our bot will pull real-time price data on various cryptocurrencies (Bitcoin, Ethereum, Doge, etc.) from the crypto exchange and analyze it using … Continued

Streaming Bitcoin Prices in Real-time via the Coinmarketcap API using Python

Streaming price data lays the foundation for many exciting machine learning applications in finance, such as generating trading signals for buy and sell orders. This tutorial shows how to stream bitcoin price quotes in real-time via a public API and … Continued

Color-Coded Cryptocurrency Price Charts in Python

Line charts that use color as an overlay are a great way to visualize complex trends in time series data. The color of the line plot illustrates changes in another variable. Such color-coded line plots have recently become popular among … Continued