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Course11010715760 lectures

Decision Making with Spreadsheet

Prof. Ramesh Anbanandam · IIT Roorkee

Start with lecture 1 At NPTEL

About

This course aims to provide Undergraduate and Graduate students with a sound conceptual understanding of the role that management science plays in decision-making process. This course is applications oriented and continues to use the problem-scenario approach. A problem is described in conjunction with the management science model being introduced. The model is then solved to generate a solution and recommendation to management.

INTENDED AUDIENCE : Undergraduate and Post Graduate students interested in operations management.

INDUSTRY SUPPORT : All analytics companies

Lectures

Week 1

  1. Introduction YouTube
  2. Cost, Revenue, & Profit Models, Break Even Analysis YouTube
  3. Linear Programming Problem: Formulation & Assumptions YouTube
  4. Linear Programming Problem: Graphical Solution Method YouTube
  5. Graphical Calculator and Excel Solver for solving LPP YouTube

Week 2

  1. Sensitivity Analysis -1 YouTube
  2. Sensitivity Analysis -2 YouTube
  3. Sensitivity Analysis -3 YouTube
  4. LPP Applications in Marketing YouTube
  5. LPP Applications in Finance YouTube

Week 3

  1. LPP Applications in Operations - 1 YouTube
  2. LPP Applications in Operations - 2 YouTube
  3. LPP Applications in Operations - 3 YouTube
  4. Advanced LP Applications – Data Envelopment Analysis YouTube
  5. Game Theory - 1 YouTube

Week 4

  1. Game Theory - 2 YouTube
  2. Portfolio Management YouTube
  3. Revenue Management YouTube
  4. Distribution and Network Problems: Transportation Problem YouTube
  5. Assignment and Shortest Path Problem YouTube

Week 5

  1. Maximal Flow, Production & Inventory Application, Scheduling and Assignment Problems YouTube
  2. Integer Linear Programming YouTube
  3. Integer Programming Distribution Problem YouTube
  4. Nonlinear Optimization Models YouTube
  5. Nonlinear Optimization Models - II YouTube

Week 6

  1. Nonlinear Optimization Models - III YouTube
  2. Nonlinear Optimization Models - IV YouTube
  3. Nonlinear Optimization Models - V YouTube
  4. Project Scheduling: PERT/CPM - I YouTube
  5. Project Scheduling: PERT/CPM - II YouTube

Week 7

  1. Project Scheduling For Uncertain Activity Duration: PERT/CPM - III YouTube
  2. Project Scheduling: PERT/CPM - IV YouTube
  3. Inventory Models: Economic Order Quantity (EOQ) Model - I​ YouTube
  4. Inventory Models: Economic Order Quantity (EOQ) Model - I​I YouTube
  5. Economic Production Lot Size Model YouTube

Week 8

  1. Inventory Model with Planned Shortages YouTube
  2. Inventory Model - III YouTube
  3. Single-period Inventory model with Probabilistic demand YouTube
  4. Multi-period Order-Quantity, Reorder Point Model with Probabilistic Demand YouTube
  5. Periodic Review Model (P-type) with Probabilistic Demand YouTube

Week 9

  1. Financial risks associated with the development of a new product - I YouTube
  2. Financial risks associated with the development of a new product - II YouTube
  3. Inventory Simulation YouTube
  4. Simulation - III YouTube
  5. Simulation - 4 YouTube

Week 10

  1. Decision Analysis - I YouTube
  2. Decision Analysis - II YouTube
  3. Decision Analysis - III YouTube
  4. Decision Analysis - IV YouTube
  5. Decision Analysis - V YouTube

Week 11

  1. Formulation Of Goal Programming - I YouTube
  2. Formulation Of Goal Programming - II YouTube
  3. Multicriteria Decisions- I YouTube
  4. Multicriteria Decisions- II YouTube
  5. Multicriteria Decisions- III YouTube

Week 12

  1. Time Series Analysis and Forecasting - I YouTube
  2. Time Series Analysis and Forecasting - II YouTube
  3. Time Series Analysis and Forecasting - III YouTube
  4. Time Series Analysis and Forecasting - IV YouTube
  5. Time Series Analysis and Forecasting - V YouTube

Syllabus and materials

At NPTEL, as the course publishes them.

Credits and licence

Institution
IIT Roorkee
Department
Management
Teacher
Prof. Ramesh Anbanandam
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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