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Course11010763040 lectures

Operations and Revenue Analytics

Prof. Rajat Agrawal · IIT Roorkee

Start with lecture 1 At NPTEL

Lectures

week-01

  1. Lecture 01 - Operations Analytics: Introduction Video
  2. Lecture 02 - Operations Analytics Applications Video
  3. Lecture 03 - Descriptive Analytics Video
  4. Lecture 04 - Predictive Analytics: Forecasts based on historical demand data Video
  5. Lecture 05 - Predictive Analytics: Exponential Smoothing and Regression Analysis Video

week-02

  1. Lecture 06 - Predictive Analytics: Estimation of Errors in Forecasting Video
  2. Lecture 07 - Exponential Smoothing with Trend and Seasonality Video
  3. Lecture 08 - Exponential Smoothing (Winter’s Model) Video
  4. Lecture 09 - Inventory Management and Uncertainties Video
  5. Lecture 10 - Managing Uncertainty through Safety Inventory Video

week-03

  1. Lecture 11 - Supply Uncertainty, Quantity Discounts and Production Lot Sizing Video
  2. Lecture 12 - Decision Making under Uncertainty: Decision Tree Video
  3. Lecture 13 - Decision Tree Example Video
  4. Lecture 14 - Monte Carlo Simulation for Inventory Management Video
  5. Lecture 15 - Newsvendor problem: Optimal Stocking Quantity in a Single Period Video

week-04

  1. Lecture 16 - Optimal Stocking Quantity in a Single Period: Continued Video
  2. Lecture 17 - Optimal Product Availability in Continuous Stocking Video
  3. Lecture 18 - Material Requirements Planning Video
  4. Lecture 19 - Material Requirements Planning (Continued) Video
  5. Lecture 20 - Improvements in Material Requirements Planning Video

week-05

  1. Lecture 21 - Pricing and Revenue Management: Introduction Video
  2. Lecture 22 - Levels and Strategy of Revenue Management Video
  3. Lecture 23 - Case of Constrained Supply – Part -A Video
  4. Lecture 24 - Case of Constrained Supply – Part-B Video
  5. Lecture 25 - Booking Control and Nesting Video

week-06

  1. Lecture 26 - Managing Cancellations and Two- Class model Video
  2. Lecture 27 - Capacity Allocation Video
  3. Lecture 28 - Capacity Allocation: Two-class and Multiclass Models Video
  4. Lecture 29 - Multiclass Models: EMSR-a and EMSR-b Video
  5. Lecture 30 - EMSR-a and EMSR-b: Illustration on Excel Video

week-07

  1. Lecture 31 - Network Management Video
  2. Lecture 32 - Network Management: Virtual Nesting Video
  3. Lecture 33 - Virtual Nesting: Excel Illustration Video
  4. Lecture 34 - Overbooking Video
  5. Lecture 35 - Overbooking Policies Video

week-08

  1. Lecture 36 - Revenue Management: Price Based Video
  2. Lecture 37 - Single- Product Dynamic Pricing Without Replenishment Video
  3. Lecture 38 - Auctions Video
  4. Lecture 39 - Markdown Pricing Video
  5. Lecture 40 - Markdown Pricing and Conclusion Video

Syllabus and materials

At NPTEL, as the course publishes them.

Credits and licence

Institution
IIT Roorkee
Department
Management
Teacher
Prof. Rajat Agrawal
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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