Time Series Analysis and Forecasting
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*Prices do not include value added tax
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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
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Forecasting Concept & Importance
- Determination of the Trend Line
- Naive Approach
- Moving Averages
- Weighted Moving Average
- Exponential Smoothing Method.
- Least Square Method.
- Quadratic Model
- Exponential Model
Forecasting Techniques
Concept of Time Series
Time Series Components.
General Trend
Non-Linear Trends
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
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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
- Selfโassessments
- 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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