As a tech enthusiast and an follower of the “eat your own dog food” philosophy, I’ve embarked on a project that intertwines my passion for cars with my profession in Machine Learning. In this initial development log, I’d like to…
What is Backtesting? Backtesting is the process of testing a model against historical data. By simulating past data conditions, you can ensure that your model is accurate. Think of it as cross-validation for time-series models. Why is the backtesting of…
When doing time series forecasting, it is important to have a good understanding of the external data that will be used to predict future events. This understanding can be gained by looking at past data and analyzing how it relates…