Time Series
General Time Series learning resources and papers, uncategorized
Practical Time Series Methods - a short series of instructional notebooks on Kaggle, by Konrad Banachewicz [ jupyter notebooks ] [ youtube videos ] I'm a fan of Konrad's style. He's casual and makes extensive use of humor, while delivering information dense learning capsules. He has extensive experience on this topic and can answer any qestion from the audience. The topics discussed are:
Part 0 - the basics
Part 1a - smoothing methods
Part 1b - Prophet
Part 2 - ARMA
Part 3 - Time series for finance
The notebooks series is accompompanied by video tutorials in collaboration with Abhishek Thakur published on his YouTube channel:
Talk 0 - based on part 0 of the series
Talk 1 - combining the content from parts 1a and 1b
Talk 2 - based on part 2 notebook
Talk 3 - based on part 3
Last updated