# Business Analytics & Data Mining Modeling Using R Part II

- Institution: IIT Roorkee
- Department: Management
- Teacher: Prof. Gaurav Dixit
- Level: Undergraduate
- Language: English
- Subjects: Business and management
- Source: [NPTEL](https://nptel.ac.in/courses/110107095)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/110107095)
- Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

Objective of this course is to impart knowledge on use of data mining techniques for deriving business intelligence to achieve organizational goals. Use of R (statistical computing software) to build, assess, and compare models based on real datasets and cases with an easy-to-follow learning curve.

Intended audience: UG & PG engineering students: all branches, MBA students, Professionals working in or aspiring for Business Analyst, Data Analyst, Data Scientist, and Data Engineer roles

Prerequisites: Business Analytics & Data Mining Modeling Using R

## Lectures

1. [Association Rules- Part I](https://invisiblenetwork.ai/learn/nptel/110107095/b886fdbde128) (YouTube)
2. [Association Rules- Part II](https://invisiblenetwork.ai/learn/nptel/110107095/abb6df73c6c2) (YouTube)
3. [Association Rules- Part III](https://invisiblenetwork.ai/learn/nptel/110107095/a33029f452f7) (YouTube)
4. [Association Rules- Part IV](https://invisiblenetwork.ai/learn/nptel/110107095/f75e9027f686) (YouTube)
5. [Cluster Analysis- Part I](https://invisiblenetwork.ai/learn/nptel/110107095/14f43cacd000) (YouTube)
6. [Cluster Analysis- Part II](https://invisiblenetwork.ai/learn/nptel/110107095/38e61852fb66) (YouTube)
7. [Cluster Analysis- Part III](https://invisiblenetwork.ai/learn/nptel/110107095/3cde3514bc2c) (YouTube)
8. [Cluster Analysis- Part IV](https://invisiblenetwork.ai/learn/nptel/110107095/9b9aa9712090) (YouTube)
9. [Cluster Analysis- Part V](https://invisiblenetwork.ai/learn/nptel/110107095/c03d31e83ff6) (YouTube)
10. [Cluster Analysis- Part VI](https://invisiblenetwork.ai/learn/nptel/110107095/690f18a837f2) (YouTube)
11. [Cluster Analysis- Part VII](https://invisiblenetwork.ai/learn/nptel/110107095/fb850c573874) (YouTube)
12. [Understanding Time Series- Part I](https://invisiblenetwork.ai/learn/nptel/110107095/215e6d0a9cc4) (YouTube)
13. [Understanding Time Series- Part II](https://invisiblenetwork.ai/learn/nptel/110107095/a40065938fb9) (YouTube)
14. [Understanding Time Series- Part III](https://invisiblenetwork.ai/learn/nptel/110107095/2ae6f14095ca) (YouTube)
15. [Understanding Time Series- Part IV](https://invisiblenetwork.ai/learn/nptel/110107095/416151a60767) (YouTube)
16. [Regression Based Forecasting Methods- Part I](https://invisiblenetwork.ai/learn/nptel/110107095/7cbea1af0668) (YouTube)
17. [Regression Based Forecasting Methods- Part II](https://invisiblenetwork.ai/learn/nptel/110107095/cc3cea6397c5) (YouTube)
18. [Regression Based Forecasting Methods-Part III](https://invisiblenetwork.ai/learn/nptel/110107095/a2b73a57f155) (YouTube)
19. [Time Series Forecasting- Smoothing Methods Part I](https://invisiblenetwork.ai/learn/nptel/110107095/3791aa3a29b9) (YouTube)
20. [Time Series Forecasting - Smoothing Methods Part II](https://invisiblenetwork.ai/learn/nptel/110107095/845c33179866) (YouTube)