Correlation Matrix in Python: How correlated are COVID-19 and the Value of Financial Assets?
Market volatility Since the sudden appearance of COVID-19, the financial markets have gone through turbulent times. While the number of documented infections has continued to rise, stock markets worldwide have fallen sharply. On the other hand, there are also beneficiaries … Continued
Stock Market Prediction – Adjusting Time Series Prediction Intervals
Time series prediction Time series prediction is a hot topic of machine learning. In a previous post on stock market forecasting, I have shown how you can build a prediction model for the S&P500 Stock Market Index. The prediction interval … Continued
Building a Simple Univariate Model for Stock Market Prediction using Keras Recurrent Neural Networks and Python
Stock market prediction: a time series forecasting problem Forecasting the price of financial assets has fascinated researchers and analysts for many decades. While traditional prediction methods of technical analysis and fundamental analysis are still widely used, interest is now increasingly … Continued
Access Public Data Sources using APIs
Understanding APIs APIs are a modern shortcut to consume data sources and services on the internet or make them available to others. Regardless of whether these sources are publicly available or reside in corporate networks, it is important for data … Continued
Tutorial: Getting Started with the Anaconda Python Environment for Machine Learning
About the Anaconda Distribution Platform This tutorial will guide you through the steps to setup Anaconda for Python Machine Learning in a Windows environment. If you are new to Anaconda, it is an open source python environment that comes out of … Continued
Predicting Flight Delays in Azure Machine Learning
Problem description If you travel a lot, you’ve probably already experienced this – you’re in a total hurry on your way to the airport trying to catch a flight, only to find out at the airport that your flight is … Continued