Certified Professional in Predictive Modeling for Demand Planning
-- viewing nowCertified Professional in Predictive Modeling for Demand Planning is for supply chain professionals seeking advanced skills. Master forecasting techniques like ARIMA, Exponential Smoothing, and Machine Learning.
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Course details
• Time Series Analysis and Decomposition
• Statistical Modeling and Hypothesis Testing
• Regression Analysis (Linear and Non-linear)
• Data Mining and Feature Engineering
• Model Evaluation and Selection Metrics (e.g., MAPE, RMSE)
• Demand Planning Software and Tools
• Business Acumen and Supply Chain Knowledge
• Communication and Presentation Skills
• Data Visualization and Reporting
Career path
Role | Description |
---|---|
Predictive Modeling Analyst (Demand Planning) | Develops and implements predictive models to forecast demand, optimizing inventory levels and supply chain efficiency. Utilizes statistical techniques and machine learning algorithms for accurate demand forecasting. |
Senior Demand Planner – Predictive Modeling | Leads the development and implementation of advanced predictive modeling strategies, mentoring junior team members and driving continuous improvement. Requires strong experience in statistical modeling and forecasting techniques. |
Data Scientist (Demand Planning Focus) | Applies statistical modeling, machine learning, and data mining techniques to analyze large datasets and improve the accuracy of demand forecasts. Works collaboratively with business stakeholders to solve complex business problems. |
Supply Chain Analyst – Predictive Modeling | Integrates predictive modeling into the overall supply chain strategy, analyzing data to identify areas for improvement and reducing risks associated with demand variability. Expertise in forecasting and supply chain optimization is crucial. |
Entry requirements
- Basic understanding of the subject matter
- Proficiency in English language
- Computer and internet access
- Basic computer skills
- Dedication to complete the course
No prior formal qualifications required. Course designed for accessibility.
Course status
This course provides practical knowledge and skills for professional development. It is:
- Not accredited by a recognized body
- Not regulated by an authorized institution
- Complementary to formal qualifications
You'll receive a certificate of completion upon successfully finishing the course.
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