时间序列分析实战：基于机器学习和统计学Practical Time Series Analysis Prediction with Statistics and Machine Learning，香港大学教学讲义笔记（英文）
=Practical Time Series Analysis Prediction with Statistics and Machine Learning
Aileen Nielsen
=Aileen Nielsen - Practical Time Series Analysis_ Prediction with Statistics and Machine Learning


Note 1 Time Series- An Overview and a Quick History.pdf
Note 2 Finding and Wrangling Time Series Data.pdf
Note 3 Exploratory Data Analysis for Time Series.pdf
Note 4 Simulating Time Series Data.pdf
Note 5 Storing Temporal Data.pdf
Note 6 Statistical Models for Time Series.pdf
Note 7 State Space Models for Time Series.pdf
Note 8 Generating and Selecting Features for a Time Series.pdf
Note 9 Machine Learning for Time Series.pdf
Note 10 Deep Learning for Time Series.pdf
Note 11 Measuring Error.pdf
Note 12 Performance Considerations in Fitting and Serving Time Series Models.pdf
Note 13 Healthcare Applications.pdf
Note 14 Financial Applications.pdf
Note 15 Time Series for Government.pdf
Note 16 Time Series Packages.pdf
Note 17 Forecasts About Forecasting.pdf