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Course11010143665 lectures

Supply Chain Digitization

Prof. Priyanka Verma Prof. Sushmita Narayana Prof. Debabrata Das · IIT Bombay

Start with lecture 1 At NPTEL

Lectures

week-00

  1. Course Overview - Supply Chain Digitization Video

week-01

  1. Week 01: Lecture 01: Introduction of Supply Chain Management Video
  2. Week 01: Lecture 02: Fundamentals of Supply Chain Management Video
  3. Week 01: Lecture 03: Supply Chain Drivers Video
  4. Week 01: Lecture 04: Supply Chain Processes - I Video
  5. Week 01: Lecture 05: Supply Chain Processes - II Video

week-02

  1. Week 02: Lecture 06: Supply Chain Challenges Video
  2. Week 02: Lecture 07: Need/ Strategies Video
  3. Week 02: Lecture 08: Push Vs Pull Video
  4. Week 02: Lecture 09: Case Study on Product Segmentation Video
  5. Week 02: Lecture 10: Case Study on Inventory Segmentation Video

week-03

  1. Week 03: Lecture 11: Link between Corporate & Supply Chain Strategy Video
  2. Week 03: Lecture 12: Interface between Operations & Finance Video
  3. Week 03: Lecture 13: Procurement Strategy (Make Vs Buy) Video
  4. Week 03: Lecture 14: Procurement Strategy (Kraljic Matrix) - I & II Video
  5. Week 03: Lecture 15: Procurement Strategy (Kraljic Matrix) - I & II Video

week-04

  1. Week 04: Lecture 16: Introduction to Platform Economy Video
  2. Week 04: Lecture 17: Introduction to Platform Economy - Example Video
  3. Week 04: Lecture 18: Controllability in the behavioural framework and its equivalent conditions Video
  4. Week 04: Lecture19: Newsvendor Case Example (Deterministic Setting) I & II Video
  5. Week 04: Lecture 20: Newsvendor Case Example (Deterministic Setting) I & II Video

week-05

  1. Week 05: Lecture 21: Newsvendor Case (Probabilistic Setting & Contracts) I & II Video
  2. Week 05: Lecture 22: Newsvendor Case (Probabilistic Setting & Contracts) I & II Video
  3. Week 05: Lecture 23: Channel Structure Designs in Supply Chains (Brick & Mortar) Video
  4. Week 05: Lecture 24: Channel Structure Designs in Supply Chains (Dual Channels) Video
  5. Week 05: Lecture 25: Channel Structure Designs in Supply Chains (Multi & Omni Channels) Video

week-06

  1. Week 06: Lecture 26: Introduction to Analytics and Big Data Video
  2. Week 06: Lecture 27: Different Types of Analytics and its Applications in Supply Chain Management Video
  3. Week 06: Lecture 28: Predictive Analytics: Case Study on Predictive Maintenance Video
  4. Week 06: Lecture 29: Predictive Analytics: Classification Tree Model Video
  5. Week 06: Lecture 30: Predictive Analytics: Building Classification Tree Model using Python Video

week-07

  1. Week 07: Lecture 31: Role of AI/ML in Forecasting & Demand Analytics Video
  2. Week 07: Lecture 32: Demand Forecasting using AI/ML: A Case Study Video
  3. Week 07: Lecture 33: Demand Forecasting using AI/ML: Regression Tree Model Video
  4. Week 07: Lecture 34: Demand Forecasting using AI/ML: Building Regression Tree Model using Python Video
  5. Week 07: Lecture 35: Demand Forecasting using AI/ML: Random Forest Regression Model Video

week-08

  1. Week 8: Lecture 36: Supply Chain Network Optimization: Break even analysis Video
  2. Week 8: Lecture 37: Supply Chain Network Optimization: Facility location using Centre of Gravity Video
  3. Week 8: Lecture 38: Supply Chain Network Optimization: Case on Capacitated Plant Location Model Video
  4. Week 8: Lecture 39: Case on Supply Chain Network Design - I Video
  5. Week 8: Lecture 40: Case on Supply Chain Network Design - II Video

week-09

  1. Week 9: Lecture 41: Location of Distribution Centers using Clustering Technique: A Case Study Video
  2. Week 9: Lecture 42: Steps of building K-Means Clustering Algorithm: A Case Study Video
  3. Week 9: Lecture 43: Location of Distribution Centers: Building K-Means Clustering Model using Python Video
  4. Week 9: Lecture 44: Measuring Efficiency of Manufacturing Facilities: A DEA Model (I) Video
  5. Week 9: Lecture 45: Measuring Efficiency of Manufacturing Facilities: A DEA Model (II) Video

week-10

  1. Week 10: Lecture 46: Role of Product Tracking & Traceability Video
  2. Week 10: Lecture 47: Track & Trace Systems (I & II) Video
  3. Week 10: Lecture 48: Track & Trace Systems (I & II) Video
  4. Week 10: Lecture 49: ERP, WMS & TMS (I & II) Video
  5. Week 10: Lecture 50: ERP, WMS & TMS (I & II) Video

week-11

  1. Week 11: Lecture 51: Introduction to Supply Chain Digital Twin Video
  2. Week 11: Lecture 52: Supply Chain Digital Twin: Greenfield Analysis – A Case Study (I) Video
  3. Week 11: Lecture 53: Supply Chain Digital Twin: Greenfield Analysis – A Case Study (II) Video
  4. Week 11: Lecture 54: Supply Chain Digital Twin: Network Optimization – A Case Study Video
  5. Week 11: Lecture 55: Network Optimization with Capacity Constraints & Control Tower Video

week-12

  1. Week 12: Lecture 56: Digital Infrastructure for Supply Chains: Industry 4.0 Video
  2. Week 12: Lecture 57: Industry 4.0 - IIoT, Cloud Computing, Horizontal & Vertical System Integration Video
  3. Week 12: Lecture 58: Industry 4.0 – Cybersecurity, Big Data Analytics, Simulation, AR, Robots, AM Video
  4. Week 12: Lecture 59: Blockchain Video
  5. Week 12: Lecture 60: Supply Chain and Industry 4.0 Video

Live Session

  1. Live Session 27-03-2024 Video
  2. Live Session 08-04-2024 Video
  3. Live Session 19-04-2024 Video
  4. Live Session 27-03-2025 Video

Syllabus and materials

At NPTEL, as the course publishes them.

Credits and licence

Institution
IIT Bombay
Department
Management
Teacher
Prof. Priyanka Verma Prof. Sushmita Narayana Prof. Debabrata Das
Level
Undergraduate
Language
English
Subjects
Business and management
Source
NPTEL
Licence
CC BY-NC-SA, as NPTEL states it. Non-commercial use only. NPTEL's terms
Attribution
NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
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