00. Intro to Time series Time series basics Datetime basics 01. Numpy Numpy arrays Numpy Indexing and selection Numpy operations Numpy exercises 02. Pandas Series Dataframes Missing data Groupby Operations Data i/p and o/p Exercise 03. Pandas Visualization Pandas builtin data visualization Customizing plots Exercise 04. Time series with Pandas Datetime index Time resampling Blog notes: resampling Time shifting Rolling and expanding Visualizing time series data Exercise 1 Exercise 2 05. Time series analysis with statsmodels Intro to statsmodels Blog notes: decomposing time series data ETS Decomposition EWMA Holt winters methods Exrecises 06. General forcasting models
