Inventory & Forecasting Excellence
Inventory & Forecasting Excellence
Inventory & Forecasting Excellence
Course Overview
DFIM
Demand Forecasting and Inventory Management
Through real-world applications, participants will learn how to manage inventory investments, improve service levels, minimize excess and obsolete stock, and align inventory strategies with business objectives. The course also introduces analytical tools and performance metrics that support data-driven inventory optimization and supply chain excellence.
What You Will Learn
The main objectives of the course are:
- Understand the fundamentals of demand forecasting and inventory management.
- Learn key forecasting techniques to predict customer demand.
- Improve forecast accuracy using data and performance metrics.
- Understand inventory costs and their impact on business performance.
- Apply inventory control and replenishment strategies effectively.
- Calculate and manage safety stock and service levels.
- Use EOQ and reorder point methods for inventory planning.
- Monitor inventory performance using key KPIs.
- Optimize inventory levels while maintaining product availability.
- Leverage analytics and technology for better planning decisions.
- Reduce risks related to stockouts, excess inventory, and obsolescence.
- Develop integrated demand and inventory strategies to improve supply chain performance.
Who Should Enroll
This certificate is designed for supply chain professionals, demand planners, inventory managers, procurement specialists, warehouse managers, operations professionals, logistics practitioners, business analysts, and anyone responsible for forecasting demand and managing inventory performance within an organization.
Skills You Will Build
- Demand Forecasting
- Inventory Management
- Inventory Optimization
- Demand Planning
- Inventory Control
- Forecast Accuracy Analysis
- Safety Stock Management
- Replenishment Planning
- Supply Chain Analytics
- Inventory Performance Measurement
- Data-Driven Decision Making
- Supply Chain Planning
- Demand Planning
- Inventory Strategy Development
- Forecasting Techniques
- Inventory Optimization
- Inventory Performance Management
- Supply Chain Planning
- Statistical Analysis
- Replenishment Management
- Service Level Management
Course Outline - Demand & Inventory Optimization
Module 1: The Strategic Role of Demand Forecasting
- Demand Forecasting as a Business Decision Engine
- Demand, Sales, and Shipment: Getting the Signal Right
- The Forecast Hierarchy: From SKU to Region
- Aligning Forecasting with Supply Chain Models: Push vs Pull
Module 2: Identifying and Classifying Demand Patterns
- Why Classification Comes Before Forecasting
- The Four Core Demand Patterns
- Intermittent and Lumpy Demand: The Hard Case
- Cleansing Demand Data Before You Forecast
Module 3: Qualitative and Judgmental Forecasting Methods
- When Judgment Beats Data: The Role of Qualitative Forecasting
- The Core Qualitative Methods
- The Delphi Method in Depth
- Judgmental Biases and How to Tame Them
Module 4: Quantitative Forecasting Methods and Accuracy Metrics
- The Quantitative Turn: Foundations of Data-Driven Forecasting
- Averaging Methods: Naive, Moving Average, and Weighted Moving Average
- Exponential Smoothing: Learning from the Recent Past
- Causal and Regression-Based Forecasting
Module 5: Time-Series Forecasting: Trend, Seasonality, and Smoothing
- Anatomy of a Time Series: Level, Trend, Seasonality, and Noise
- Measuring Seasonality: Seasonal Indices and Deseasonalizing
- Holt's Method: Smoothing a Trend
- Holt-Winters: Smoothing Trend and Seasonality Together
Module 6: Forecast Error, Accuracy Metrics, and Bias Monitoring
- The Anatomy of Forecast Error
- Accuracy Metrics in Depth
- Detecting and Diagnosing Forecast Bias
- Monitoring Bias with Tracking Signals and Control Charts
Module 7: Collaborative Demand Planning and S&OP
- From Solo Forecast to Consensus Demand Plan
- The Monthly S&OP Cycle
- The One-Number Plan: Roles, Reconciliation, and Governance
- External Collaboration: CPFR and Demand Signal Sharing
Module 8: Inventory Fundamentals: Stock Types and Costs
- Why Inventory Exists: Functions and the Strategic Trade-off
- The Anatomy of Inventory: Stock Types
- The Four Costs of Holding and Ordering Inventory
- Inventory Carrying Cost in Depth
Module 9: ABC Analysis: Value-Based Inventory Segmentation
- The Pareto Principle: Why Inventory Attention Is Never Equal
- Building the Classification: Annual Consumption Value
- Reading the Pareto Curve and Setting Class Boundaries
- Differentiated Control Policies by Class
Module 10: VED Analysis: Criticality-Based Inventory Segmentation
- Criticality, Not Just Value: The Blind Spot ABC Leaves Behind
- The Three Criticality Classes: Vital, Essential, Desirable
- Classifying by Criticality: Criteria, Scoring, and Judgement
- Differentiated Control Policies by VED Class
Learn at your convenience
*Note: These are self-paced courses, allowing learners to study independently at their own pace.
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