Data Analysis for ML/AI
Time series analysis
Date indexing, resampling, rolling windows, seasonality, autocorrelation.
5 lessons
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Work through these in order—each lesson builds on the previous one.
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Lesson 1 of 5
Time as an index
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Lesson 2 of 5
Resampling and rolling windows
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Lesson 3 of 5
Seasonality and trend
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Lesson 4 of 5
Autocorrelation and stationarity
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Lesson 5 of 5
A time series analysis checklist