DATA SCIENCE AND BUSINESS ANALYTICS

Time Series Forecasting

Time series analysis and forecasting is an integral part of business data analytics.It allows you to see patterns in time series data,model the data and finally make forecasts based on those models.

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Skills you will gain

  • ARIMA
  • Caselet
  • Caselet III
  • Forecasting on R
  • Exponential Smoothing
  • Autoregression
  • Autocorrelation

Course Syllabus

Module 1

Time Series Forecasting

7.5 Hrs

3 Quizzes
  • Overview
  • Visualization Time Series Components
  • Time Series in R
  • Time series Components
  • Seasonality
  • Caselet and Caselet III
  • Data Preparation for Forecasting
  • Missing Data
  • Measures of Forecast Accuracy
  • Forecasting on R
  • Exponential Smoothing
  • ARIMA Model
  • ARIMA IN R
  • Autoregression
  • Autocorrelations
  • Fitting AR Model

Project

Sales Forecasting

Course certificate

Get Time Series Forecasting course completion certificate from Great learning which you can share in the Certifications section of your LinkedIn profile, on printed resumes, CVs, or other documents.