Supply Chain Analytics at NPTEL Overview
Duration | 8 weeks |
Mode of learning | Online |
Credential | Certificate |
- Overview
- Highlights
- Course Details
- Curriculum
- Faculty
Supply Chain Analytics at NPTEL Highlights
- Earn a certificate of completion
Supply Chain Analytics at NPTEL Course details
- Understand the importance of the basics of Business Analytics and Optimization
- • Understand the importance of the basics of Supply Chain Analytics and Optimization
- • Analyze the level of uncertainty associated with the supply of products and services to targeted customer segments and justify the choice of a supply chain strategy and its fit with competitive strategy.
- • Explain the role and applications of Descriptive Analytics in a Supply Chain
- • Explain the role and applications of Predictive Analytics in a Supply Chain
- • Explain the role and applications of Prescriptive Analytics in a Supply Chain
- • Learn the basics of Modeling through R Language
- 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
Supply Chain Analytics at NPTEL Curriculum
Week 1: Context of today’s supply chains (SC) analytics
Understanding and defining the supply chain analytics (SCA)
Revisions of Basic Lessons of Supply Chain Management
Why is Analytics Important in a supply chain?
Relating Operations Management with Supply chain concepts with SC Analytics
The importance of supply chain analytics in the flows involving material, money, information and ownership
Week 2: Supply chain analytics
Key issues in supply chain analytics
What involves in supply chain analytics
Concept of Descriptive Analytics in a Supply Chain
Discussion on a Few Supply Chains Analytics applications in India (students participation is expected)
Decision Domains in in supply chain analytics
Week 3: Foundation of Business Anlaytics (BA)
E2: Introduction to Modeling, Approaches for Optimization and Simulation, Modeling software, Supply Chain (SC) Decisions that requires mathematical or interpretative modelingUnderstanding of Data and its role in Analytics
Analytics of a Transportation problem in a Supply Chain
Managerial implication of results of analytics
Week 4: A CASE STUDY OF SUPPLY CHAIN ANALYTICS
Week 5: Foundation of PRESCRIPTIVE ANALYTICS IN NETWORK PLANNING IN A SUPPLY CHAIN
Network Planning in a Supply Chain
Importance of Network Planning
Design of Logistics Network using Heuristics/optimization (Exercise 3.4 Levi (2008))
Concept of 3PL/4PL in a Supply Chain
Case Study: GATI
Week 6: Foundation of Modeling Coordination Decisions in SUPPLY CHAIN MANAGEMENT
Week 7: Foundation of PERFORMACE MANAGEMENT IN SUPPLY CHAIN MANAGEMENT
Week 8: IT ENABLEMENT OF SUPPLY CHAINS
Role of ICT in Supply chains
Supply Chain Analytics at NPTEL Faculty details
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