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

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