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Last updated:

September 26, 2023

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Description

Supply Chain Analytics. Instructor: Dr. Rajat Agrawal, Department of Management Studies, IIT Roorkee. Supply chain analytics is the combination of data analytics into the supply chain management.

In present time of intense global competition, customers are demanding more and more variety, with better quality and service at lowest cost. This means that in order to be successful, firms need to develop supply chain strategies and logistical capabilities that serve the needs of their customers whilst maximizing overall profitability. All supply chains, in order to function properly, must focus on the huge opportunity that exists in their analytics. (from nptel.ac.in)

Course Curriculum

  • Lecture 01 – Introduction to Supply Chain Management Unlimited
  • Lecture 02 – Evolution of Supply Chain Management Unlimited
  • Lecture 03 – Analytics in Supply Chain Management Unlimited
  • Lecture 04 – Supply Chain Planning Unlimited
  • Lecture 05 – Different Views of Supply Chain Unlimited
  • Lecture 06 – Supply Chain Strategy Unlimited
  • Lecture 07 – Supply Chain Drivers Unlimited
  • Lecture 08 – Developing Supply Chain Strategy Unlimited
  • Lecture 09 – Strategic Fit in Supply Chain Unlimited
  • Lecture 10 – Demand Forecasting in a Supply Chain Unlimited
  • Lecture 11 – Bullwhip Effect and Time Series Analytics Unlimited
  • Lecture 12 – Experimental Smoothing Method of Forecasting Unlimited
  • Lecture 13 – Measures of Forecasting Errors Unlimited
  • Lecture 14 – Tracking Signal and Seasonality Models Unlimited
  • Lecture 15 – Forecasting using Multiple Characteristics in Demand Data Unlimited
  • Lecture 16 – Inventory Management in a Supply Chain Unlimited
  • Lecture 17 – Multi Echelon Inventory Management Unlimited
  • Lecture 18 – Multi Echelon Inventory Management (cont.) Unlimited
  • Lecture 19 – Multi Echelon Inventory Management for Four Stations Unlimited
  • Lecture 20 – Multi Echelon Inventory Management for Four Stations: Numerical Example Unlimited
  • Lecture 21 – Multi Echelon Inventory Management for Four Stations: Numerical Example (cont.) Unlimited
  • Lecture 22 – Network Design in the Supply chain Unlimited
  • Lecture 23 – Network Design of Global Supply Chain Unlimited
  • Lecture 24 – Alternative Channels of Distribution Unlimited
  • Lecture 25 – Location Decisions in Supply chain Unlimited
  • Lecture 26 – Network Optimization Models Unlimited
  • Lecture 27 – Using Excel Solver for Network Optimization Unlimited
  • Lecture 28 – Uncertainty in Network Design Unlimited
  • Lecture 29 – Network Design in Uncertain Environment and Flexibility Unlimited
  • Lecture 30 – Flexibility in Supply Chain Unlimited
  • Lecture 31 – Optimal Level of Product Availability in Supply Chain Unlimited
  • Lecture 32 – Time Value of Money in Supply Chain Unlimited
  • Lecture 33 – Different Types of Analytics in Supply Chain Unlimited
  • Lecture 34 – Predictive Modelling in Forecasting in Supply Chain Unlimited
  • Lecture 35 – Representation on Uncertainty in Supply Chain Unlimited
  • Lecture 36 – Using Decision Tree for Handling Uncertainty Unlimited
  • Lecture 37 – Example of Using Decision Tree Incorporating Uncertainty in Single Factor Unlimited
  • Lecture 38 – Example of Using Decision Tree Incorporating Uncertainty in Two Key Factors Unlimited
  • Lecture 39 – Modelling Flexibility in Supply Chain Unlimited
  • Lecture 40 – Trends, Challenges and Future of Supply Chain Unlimited

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