Data Science Report for Time Series Analysis

15 Jan 2021 - 18:30 s.d 21:30
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Working with Time Series

  • Time series data structure
  • Extracting time-series pattern
  • Multiple vs multivariate time series

Data Cleansing and Preprocessing

  • Time series data imputation
  • Data normalization
  • Anomaly detection

Time Series Forecasting

  • Time series fitting
  • Hyperparameter optimization
  • Out-of-time cross-validation
  • Evaluation metrics for a forecasting model