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o9 Knowledge Masters in Demand Planning


Description
o9 Knowledge Masters in Demand Planning will help you to understand Demand Planning concepts and the application of forecasting solutions in complex business scenarios. The Program covers associated parameters that will help to optimize a demand forecast and improve Supply Chain Performance. The Program further delves into the usage of cutting-edge technologies like AI, Machine Learning, and Deep Learning-based Models to help planners create a reliable Demand Forecast Model. The program is also packed with the guiding principles to implement Demand and Supply Integration (DSI) for businesses to help them contribute to a seamless Supply Chain Operation.

After completing this Program, you should be able to:

 Formulate an ideal Demand Planning approach based on your business scenario
 Estimate a Demand Function analyzing the dependents
 Arrive at a Consensus Forecast from within your organization
 Tune the Forecast further using Machine Learning and Deep Learning Models
 Enable Demand Supply Integration (DSI) to exhibit Demand Planning Excellence

Course Duration: 235 mins

Content
  • Module 1 - Demand Planning: An Overview
  • Introduction [00:35 mins]
  • Demand Planning Process [12:09 mins]
  • Types of Demand [03:51 mins]
  • Demand Planning Implementation [02:53 mins]
  • Use Cases [11:51 mins]
  • Demand Planning vs Demand Forecasting [01:40 mins]
  • Demand Management [03:41 mins]
  • Demand Sensing [05:24 mins]
  • Demand Shaping [04:27 mins]
  • Aggregate Planning [02:39 mins]
  • Management By Exception (MBE) [02:28 mins]
  • Opportunity Assessment and its Types [03:17 mins]
  • Top Line Growth [01:01 mins]
  • Best Practices in Demand Planning [00:40 mins]
  • Benefits of Demand Driven Forecast [00:18 mins]
  • Summary [03:11 mins]
  • Demand Planning: An Overview - Assessment
  • Module 2 - Demand Forecasting
  • Demand Forecasting & its Importance [01:43 mins]
  • The Art of Forecasting [03:48 mins]
  • Lead Times and Dimensions of a Forecast [05:29 mins]
  • Framing the Demand Function [10:41 mins]
  • Demand Forecasting Approaches [02:53 mins]
  • Stakeholders Involved in Forecasting [01:05 mins]
  • Demand Forecasting - Assessment
  • Module 3 - Forecast Models
  • Types of Forecasting Models [02:12 mins]
  • Quantitative Forecast Models [09:32 mins]
  • The Forecast Accuracy [01:42 mins]
  • Integrating and Dissecting Forecasts [03:33 mins]
  • Machine Learning Models for Time Series [05:52 mins]
  • Deep Learning Models for Time Series [03:41 mins]
  • Qualitative Forecasting [02:01 mins]
  • Forecast Models - Assessment
  • Module 4 - Integrated Demand and Supply Planning
  • Introduction [03:01 mins]
  • Ideal Demand and Supply Integration (DSI) [01:13 mins]
  • Business Plans from DSI Method and DSI Based Decisions [02:13 mins]
  • Types of Deviations from DSI [02:28 mins]
  • Balancing Demand and Supply [02:48 mins]
  • Advantages of Implementing Integrated Demand and Supply [03:35 mins]
  • Principles of Demand and Supply Integration [01:36 mins]
  • Sweet Spot in DSI [00:49 mins]
  • Difference Between DSI and S&OP [01:54 mins]
  • DSI Implementation Across Supply Chain [01:56 mins]
  • Essential Components in DSI [03:09 mins]
  • Customer Generated Forecast [01:48 mins]
  • Defining Best Practices [03:55 mins]
  • Customer Centricity in Supply Chain [01:01 mins]
  • Traditional vs. Customer-centric Supply Chain [02:02 mins]
  • Market Intelligence [04:50 mins]
  • Stages Towards a Successful DSI Implementation [01:27 mins]
  • Rolling Forecast [03:38 mins]
  • Capacity Forecast [00:32 mins]
  • Time Fence [03:12 mins]
  • A Successful DSI Implementation [02:21 mins]
  • Summary [04:07 mins]
  • Integrated Demand and Supply Planning - Assessment
  • Final Assessment
  • Assessment - o9 Knowledge Masters in Demand Planning
  • program feedback
  • o9 Knowledge Masters in Demand Planning Feedback
Completion rules
  • All units must be completed
  • Leads to a certificate with a duration: Forever
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