It is complex and can contain noise, irregularities, and multiple patterns, making it crucial to be well-versed with the techniques covered in this book for data preparation, analysis, and forecasting ...
In all these domains, different kinds of time series analyses and modelling are contributing to improving our understanding and prediction of the mechanisms behind the complex system “Earth”. A ...
Notably, we show that time series analysis (e.g., forecasting) can be cast as yet another "language task" that can be effectively tackled by an off-the-shelf LLM. Time-LLM comprises two key components ...
The first part of the course will introduce a range of well-known models from time series econometrics. This will be done all the while students ... The syllabus also includes any lecture notes that ...