Time Series Analysis and Forecasting

5 Days

6600 SAR

Course Dates

Start Date: 23 June 2024
End Date: 27 June 2024
Language: Arabic
Location: Dammam
Start Date: 17 November 2024
End Date: 21 November 2024
Language: Arabic
Location: Riyadh
*Prices do not include value added tax
Course Objectives
Course Outline
Target Competencies
Course Methodology
Intended audience

    At the end of this course, the participants should be able to:
  • Know forecasting and its importance
  • Know forecasting methods
  • Learn about the concept of time series and its components
  • Measure the general direction of the time series
  • Analyze seasonal and periodic changes to the time series

    Forecasting Concept & Importance

    Forecasting Techniques

    Concept of Time Series

    Time Series Components.

    General Trend
    • Determination of the Trend Line
    • Naive Approach
    • Moving Averages
    • Weighted Moving Average
    • Exponential Smoothing Method.
    • Least Square Method.
    Forecast Accuracy

    Non-Linear Trends
    • Quadratic Model
    • Exponential Model

    Seasonal Variations Analysis of Time Series

    Cyclical Variations Analysis of Time Series

    Irregular Variations Analysis of Time Series

    Statistical Models for Forecasting by using Excel Software

  • The concept of prediction, its importance, and methods
  • Analysis of changes
  • Building prediction models
  • Microsoft Excel application

    This training course will be carried out through the use of best practices and the right combination of engaging and purposeful tools such as:
  • Practical, relevant case studies
  • Workshops and group activities
  • Related role plays
  • Experiential learning
  • Brain storming
  • Stimulating mental activities
  • Engaging team competitions
  • Suitable training Videos
  • Presentations
  • Self–assessments
  • Learning with Simulations and Games

Managers, supervisors, team leaders, and researchers who will benefit from time series analysis and forecasting to efficiently fulfill their tasks and responsibilities.

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