Building a Broken Links Detector
October 1st, 2020
Comment to help prioritize content.
Comments not loaded in development.
Everything can be modelled as a time-series. Literally everything. And these time series can be implemented as event streams within software. With the right technology and the right mathematical models, great insights can be produced by analyzing events all around us. In this book go through the design and implementation of time-series forecasting system with Python, and we deploy it to Google Cloud. Another of our courses shows how to leverage this sytem to build a Failure Prevention System.
Most humans have linear intuition and miss out the larger complexities behind systems all around us. We don't understand how a small change in a seemingly unrelated part of a system can have a big impact on another, and we don't see how these changes feed into each other to produce complex behaviors. The study of Dynamical Systems has been around since the 1910's and Systems Thinking has since the 1950's. In this post we go through what these disciplines are and real-world examples of the significant impact they can have on businesses.