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Course11010412563 lectures

Data Analysis & Decision Making - III

Prof. Raghu Nandan Sengupta · IIT Kanpur

Start with lecture 1 At NPTEL

Lectures

Week 1

  1. Lecture 01: Introduction Video
  2. Lecture 02: Linear programming Video
  3. Lecture 03: Linear programming Video
  4. Lecture 04: Utility analysis Video
  5. Lecture 05: utility analysis Video

Week 2

  1. Lecture 06: Utility theory Video
  2. Lecture 07: Utility theory Video
  3. Lecture 08: Utility Analysis Video
  4. Lecture 09: Safety first principle Video
  5. Lecture 10: Safety first principle (contd...) Video

Week 3

  1. Lecture 11: optimization Video
  2. Lecture 12: optimization Video
  3. Lecture 13: optimization Video
  4. Lecture 14: optimization Video
  5. Lecture 15: simplex method Video

Week 4

  1. Lecture 16: simplex method Video
  2. Lecture 17: simplex method Video
  3. Lecture 18: simplex method Video
  4. Lecture 19: optimization Video
  5. Lecture 20: simplex method Video

week 5

  1. Lecture 21: simplex method Video
  2. Lecture 22: simplex method Video
  3. Lecture 23: simplex method Video
  4. Lecture 24: Optimization Video
  5. Lecture 25: Optimization Video

Week 6

  1. Lecture 26: Optimization Video
  2. Lecture 27: simplex method Video
  3. Lecture 28: simplex method Video
  4. Lecture 29: simplex method Video
  5. Lecture 30:Transportation problem Video

Week 7

  1. Lecture 31: Transportation problem Video
  2. Lecture 32: Transportation problem Video
  3. Lecture 33: Transportation problem Video
  4. Lecture 34:Transportation problem Video
  5. Lecture 35: Loss function Video

Week 8

  1. Lecture 36: DEA Video
  2. Lecture 37: DEA Video
  3. Lecture 38: DEA Video
  4. Lecture 39: Gomory cutting plane algorithm Video
  5. Lecture 40: Gomory cutting plane algorithm Video

Week 9

  1. Lecture 41: integer programming Video
  2. Lecture 42: integer programming Video
  3. Lecture 43: integer programming Video
  4. Lecture 44: quadratic programming Video
  5. Lecture 45: portfolio optimization Video

Week 10

  1. Lecture 46: chance constraint problem Video
  2. Lecture 47: branch and bound Video
  3. Lecture 48: branch and bound Video
  4. Lecture 49: branch and bound Video
  5. Lecture 50: branch and bound Video

Week 11

  1. Lecture 51: quadratic programming Video
  2. Lecture 52: steepest descent Video
  3. Lecture 53: reliability based optimization Video
  4. Lecture 54: reliability based optimization Video
  5. Lecture 55: reliability based optimization Video

Week 12

  1. Lecture 56: Sequential Optimization and Reliability Assessment Video
  2. Lecture 57: Reliability/Stochastic Optimization Video
  3. Lecture 58: Reliability/Stochastic Optimization Video
  4. Lecture 59: Robustness Video
  5. Lecture 60: Robustness Video

Live Session

  1. Live Session 13-08-2024 Video
  2. Live Session 13-08-2024 Video
  3. Live Session 13-08-2024 Video

Syllabus and materials

At NPTEL, as the course publishes them.

Credits and licence

Institution
IIT Kanpur
Department
Management
Teacher
Prof. Raghu Nandan Sengupta
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
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