Summary

We have just built a time series analysis model in Prophet and tracked it in Comet!

Throughout this chapter, we described some general concepts regarding time series analysis, including stationarity, seasonality, and breakpoints. In addition, you have learned the main concepts behind the Prophet package and how to combine it with Comet.

In the last part of the chapter, you implemented a practical use case that showed you how to track and compare two time series analysis experiments in Comet, as well as how to build a report with the results of the experiments.

The world of data science is very promising and challenging. Both research and industry sectors are constantly trying to improve current knowledge with new algorithms, frameworks, and tools. Throughout this book, you have investigated Comet, one of the promising platforms for experiment tracking and monitoring.

I hope that all the concepts you learned in this book will help you to increase your knowledge...