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Time Series Analysis - 101

Topics covered will be

  • Descriptive vs Predictive Analytics in time series data
  • Steps in time series forecasting
  • Time plot, stacked line charts, box plots, lag plots
  • Autocorrelation
  • Decomposing time series data
  • Validation strategies
  • Error metrics

Learning Objective

After this session , you'll be able to -

  • Know more about Predictive and Descriptive Analytics with respect to time series to time series data.
  • Different kinds of forecasting methods.
  • Different types of plots
  • Validation and error metrics used in time series data.