# Introduction to learning analytics

- Institution: IIT Bombay
- Department: Multidisciplinary
- Teacher: Prof. Ramkumar Rajendran
- Level: Undergraduate
- Language: English
- Source: [NPTEL](https://nptel.ac.in/courses/127101012)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/127101012)
- Who can watch: Teens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

## Lectures

1. [Lecture 1 : Introduction to Learning Analytics](https://invisiblenetwork.ai/learn/nptel/127101012/6c47fe9dbe2b) (Video)
2. [Lecture 2 : LA, EDM and Academic Analytics](https://invisiblenetwork.ai/learn/nptel/127101012/9deb94702cfe) (Video)
3. [Lecture 3 : Types of Learning Analytics - I](https://invisiblenetwork.ai/learn/nptel/127101012/7be69e156fd0) (Video)
4. [Lecture 4 : Types of Learning Analytics -II](https://invisiblenetwork.ai/learn/nptel/127101012/20a41aeff738) (Video)
5. [Lecture 5 : Data Collection](https://invisiblenetwork.ai/learn/nptel/127101012/5830eb97759d) (Video)
6. [Lecture 6 : Data collection in MOOC](https://invisiblenetwork.ai/learn/nptel/127101012/1ef9fd5a33c2) (Video)
7. [Lecture 7 : Data Collection in TELE](https://invisiblenetwork.ai/learn/nptel/127101012/46ffe0e4ac25) (Video)
8. [Lecture 8 : Multichannel Data](https://invisiblenetwork.ai/learn/nptel/127101012/3010b6cd75c1) (Video)
9. [Lecture 9 : Ethics and Data Privacy in LA](https://invisiblenetwork.ai/learn/nptel/127101012/d1c031b1bf88) (Video)
10. [Lecture 10 : Descriptive Analytics](https://invisiblenetwork.ai/learn/nptel/127101012/86b08e5182ad) (Video)
11. [Lecture 11 : Data Visualization](https://invisiblenetwork.ai/learn/nptel/127101012/29b8f249f9f7) (Video)
12. [Lecture 12 : YouTube Analytics Dashboard](https://invisiblenetwork.ai/learn/nptel/127101012/5d09b5f53bd2) (Video)
13. [Lecture 13 : MOOCs Analytics Dashboard](https://invisiblenetwork.ai/learn/nptel/127101012/e98c64817a5d) (Video)
14. [Lecture 14 : Predictive Analytics](https://invisiblenetwork.ai/learn/nptel/127101012/b8c8589ab464) (Video)
15. [Lecture 15 : Linear Regression](https://invisiblenetwork.ai/learn/nptel/127101012/e8b6361b3a73) (Video)
16. [Lecture 16 : Weka demo and how to read the results](https://invisiblenetwork.ai/learn/nptel/127101012/c80a77e17c6c) (Video)
17. [Lecture 17 : MOOC data for Course Project](https://invisiblenetwork.ai/learn/nptel/127101012/b3ba64b5d828) (Video)
18. [Lecture 18 : Summary of the Course](https://invisiblenetwork.ai/learn/nptel/127101012/60d3751b108c) (Video)
19. [Live Session 14-08-2019](https://invisiblenetwork.ai/learn/nptel/127101012/6c47fe9dbe2b-2) (Video)
20. [Live Session 21-08-2019](https://invisiblenetwork.ai/learn/nptel/127101012/9deb94702cfe-2) (Video)