Awesome Time Series Analysis and Data Mining
March 21, 2020 · View on GitHub
A collection list of learning resource, tools and dataset for time series analysis or time series data mining.
content
Tutorial
- https://machinelearningmastery.com/start-here/#timeseries
- https://github.com/lyndond/Analyzing_Neural_Time_Series
- https://github.com/PacktPublishing/Practical-Time-Series-Analysis
- https://github.com/AileenNielsen/TimeSeriesAnalysisWithPython
Course
Online Course
- Practical Time Series Analysis | Coursera
- Time Series Analysis Time Series Analysis | MIT-Opencourseware
- Time Series Analysis | Edx
- Time Series Forecasting | Udacity
- Policy Analysis Using Interrupted Time Series | edX
Course Resource
- Multivariate Time Series Analysis |Chicago Booth, Ruey S. Tsay
- Time Series | Oregon State University
- Statistical forecasting:notes on regression and time series analysis | duke University
Book
- Cochrane J H. Time series for macroeconomics and finance[J]. Manuscript, University of Chicago, 2005.
- Forecasting: Principles and Practice. Rob J Hyndman and George Athanasopoulos
Paper
Tool
Dataset
Models
License
