# Operations and Revenue Analytics

- Institution: IIT Roorkee
- Department: Management
- Teacher: Prof. Rajat Agrawal
- Level: Undergraduate
- Language: English
- Subjects: Business and management
- Source: [NPTEL](https://nptel.ac.in/courses/110107630)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/110107630)
- Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

## Lectures

1. [Lecture 01 - Operations Analytics: Introduction](https://invisiblenetwork.ai/learn/nptel/110107630/39d6f641d1de) (Video)
2. [Lecture 02 - Operations Analytics Applications](https://invisiblenetwork.ai/learn/nptel/110107630/d4baebba4860) (Video)
3. [Lecture 03 - Descriptive Analytics](https://invisiblenetwork.ai/learn/nptel/110107630/ad1d48ee3bfc) (Video)
4. [Lecture 04 - Predictive Analytics: Forecasts based on historical demand data](https://invisiblenetwork.ai/learn/nptel/110107630/f381492bb13a) (Video)
5. [Lecture 05 - Predictive Analytics: Exponential Smoothing and Regression Analysis](https://invisiblenetwork.ai/learn/nptel/110107630/acae181bcf35) (Video)
6. [Lecture 06 - Predictive Analytics: Estimation of Errors in Forecasting](https://invisiblenetwork.ai/learn/nptel/110107630/ad6867d8f17e) (Video)
7. [Lecture 07 - Exponential Smoothing with Trend and Seasonality](https://invisiblenetwork.ai/learn/nptel/110107630/3bd752ee3403) (Video)
8. [Lecture 08 - Exponential Smoothing (Winter’s Model)](https://invisiblenetwork.ai/learn/nptel/110107630/93afcadc78d2) (Video)
9. [Lecture 09 - Inventory Management and Uncertainties](https://invisiblenetwork.ai/learn/nptel/110107630/624681f2c134) (Video)
10. [Lecture 10 - Managing Uncertainty through Safety Inventory](https://invisiblenetwork.ai/learn/nptel/110107630/98a19b91a3b5) (Video)
11. [Lecture 11 - Supply Uncertainty, Quantity Discounts and Production Lot Sizing](https://invisiblenetwork.ai/learn/nptel/110107630/b3c56235edfd) (Video)
12. [Lecture 12 - Decision Making under Uncertainty: Decision Tree](https://invisiblenetwork.ai/learn/nptel/110107630/95c217264c94) (Video)
13. [Lecture 13 - Decision Tree Example](https://invisiblenetwork.ai/learn/nptel/110107630/61506f190d32) (Video)
14. [Lecture 14 - Monte Carlo Simulation for Inventory Management](https://invisiblenetwork.ai/learn/nptel/110107630/2b1753a290c2) (Video)
15. [Lecture 15 - Newsvendor problem: Optimal Stocking Quantity in a Single Period](https://invisiblenetwork.ai/learn/nptel/110107630/f71fec358ebd) (Video)
16. [Lecture 16 - Optimal Stocking Quantity in a Single Period: Continued](https://invisiblenetwork.ai/learn/nptel/110107630/6422163fc02b) (Video)
17. [Lecture 17 - Optimal Product Availability in Continuous Stocking](https://invisiblenetwork.ai/learn/nptel/110107630/17a884a62682) (Video)
18. [Lecture 18 - Material Requirements Planning](https://invisiblenetwork.ai/learn/nptel/110107630/f84bb59568d2) (Video)
19. [Lecture 19 - Material Requirements Planning (Continued)](https://invisiblenetwork.ai/learn/nptel/110107630/719a5d569150) (Video)
20. [Lecture 20 - Improvements in Material Requirements Planning](https://invisiblenetwork.ai/learn/nptel/110107630/af59e657508b) (Video)
21. [Lecture 21 - Pricing and Revenue Management: Introduction](https://invisiblenetwork.ai/learn/nptel/110107630/c323da8e7b39) (Video)
22. [Lecture 22 - Levels and Strategy of Revenue Management](https://invisiblenetwork.ai/learn/nptel/110107630/5e54293518f2) (Video)
23. [Lecture 23 - Case of Constrained Supply – Part -A](https://invisiblenetwork.ai/learn/nptel/110107630/4168c313be30) (Video)
24. [Lecture 24 - Case of Constrained Supply – Part-B](https://invisiblenetwork.ai/learn/nptel/110107630/907bfa16dee3) (Video)
25. [Lecture 25 - Booking Control and Nesting](https://invisiblenetwork.ai/learn/nptel/110107630/089844cdf98e) (Video)
26. [Lecture 26 - Managing Cancellations and Two- Class model](https://invisiblenetwork.ai/learn/nptel/110107630/8ebf6f2c2fd9) (Video)
27. [Lecture 27 - Capacity Allocation](https://invisiblenetwork.ai/learn/nptel/110107630/4f0d14b54725) (Video)
28. [Lecture 28 - Capacity Allocation: Two-class and Multiclass Models](https://invisiblenetwork.ai/learn/nptel/110107630/e24e9a64283f) (Video)
29. [Lecture 29 - Multiclass Models: EMSR-a and EMSR-b](https://invisiblenetwork.ai/learn/nptel/110107630/77637c6d0e6a) (Video)
30. [Lecture 30 - EMSR-a and EMSR-b: Illustration on Excel](https://invisiblenetwork.ai/learn/nptel/110107630/520161869721) (Video)
31. [Lecture 31 - Network Management](https://invisiblenetwork.ai/learn/nptel/110107630/d3cf5998f1b6) (Video)
32. [Lecture 32 - Network Management: Virtual Nesting](https://invisiblenetwork.ai/learn/nptel/110107630/229fe7c630ac) (Video)
33. [Lecture 33 - Virtual Nesting: Excel Illustration](https://invisiblenetwork.ai/learn/nptel/110107630/ec3818cf0b87) (Video)
34. [Lecture 34 - Overbooking](https://invisiblenetwork.ai/learn/nptel/110107630/30eebd8365f8) (Video)
35. [Lecture 35 - Overbooking Policies](https://invisiblenetwork.ai/learn/nptel/110107630/a10e396d974d) (Video)
36. [Lecture 36 - Revenue Management: Price Based](https://invisiblenetwork.ai/learn/nptel/110107630/7653b64d8a89) (Video)
37. [Lecture 37 - Single- Product Dynamic Pricing Without Replenishment](https://invisiblenetwork.ai/learn/nptel/110107630/56f7884c5237) (Video)
38. [Lecture 38 - Auctions](https://invisiblenetwork.ai/learn/nptel/110107630/7e2cc9a93bc8) (Video)
39. [Lecture 39 - Markdown Pricing](https://invisiblenetwork.ai/learn/nptel/110107630/1d175a347bd3) (Video)
40. [Lecture 40 - Markdown Pricing and Conclusion](https://invisiblenetwork.ai/learn/nptel/110107630/08db59a8553e) (Video)