# Business Analytics & Text Mining Modeling Using Python

- Institution: IIT Roorkee
- Department: Management
- Teacher: Prof. Gaurav Dixit
- Level: Undergraduate
- Language: English
- Subjects: Business and management
- Source: [NPTEL](https://nptel.ac.in/courses/110107129)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/110107129)
- 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 text mining techniques for deriving business intelligence to achieve organizational goals. Use of Python based software platform 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: Relevant sessions from the courses Business Analytics & Data Mining Modelling Using R Parts I and II

## Lectures

1. [Introduction Part I](https://invisiblenetwork.ai/learn/nptel/110107129/cce59fb8812b) (YouTube)
2. [Introduction Part II](https://invisiblenetwork.ai/learn/nptel/110107129/80615c33bca2) (YouTube)
3. [Introduction Part III](https://invisiblenetwork.ai/learn/nptel/110107129/e1a241ef3511) (YouTube)
4. [Python for Analytics Part I](https://invisiblenetwork.ai/learn/nptel/110107129/aa507eddaa84) (YouTube)
5. [Python for Analytics Part II](https://invisiblenetwork.ai/learn/nptel/110107129/e5bc22e005b4) (YouTube)
6. [Python for Analytics Part III](https://invisiblenetwork.ai/learn/nptel/110107129/0e06f2292a19) (YouTube)
7. [Python for Analytics Part IV](https://invisiblenetwork.ai/learn/nptel/110107129/7605977098ab) (YouTube)
8. [Python for Analytics Part V](https://invisiblenetwork.ai/learn/nptel/110107129/c626d0e3bfef) (YouTube)
9. [Built in Capabilities of Python I](https://invisiblenetwork.ai/learn/nptel/110107129/2c2062d84de2) (YouTube)
10. [Built in Capabilities of Python II](https://invisiblenetwork.ai/learn/nptel/110107129/a38bbca5f653) (YouTube)
11. [Built in Capabilities of Python III](https://invisiblenetwork.ai/learn/nptel/110107129/6fb5ada1c4a2) (YouTube)
12. [Built in Capabilities of Python IV](https://invisiblenetwork.ai/learn/nptel/110107129/f427d982d4c2) (YouTube)
13. [Built in Capabilities of Python V](https://invisiblenetwork.ai/learn/nptel/110107129/3391e0b20f08) (YouTube)
14. [Built in Capabilities of Python VI](https://invisiblenetwork.ai/learn/nptel/110107129/f41d5c6d0130) (YouTube)
15. [Built in Capabilities of Python VII](https://invisiblenetwork.ai/learn/nptel/110107129/8c25fe752bb7) (YouTube)
16. [Built in Capabilities of Python VIII](https://invisiblenetwork.ai/learn/nptel/110107129/4a5d6bd96988) (YouTube)
17. [Built in Capabilities of Python IX](https://invisiblenetwork.ai/learn/nptel/110107129/6b98cef4f6eb) (YouTube)
18. [Built in Capabilities of Python X](https://invisiblenetwork.ai/learn/nptel/110107129/2a0697d85a24) (YouTube)
19. [Numerical Python Part I](https://invisiblenetwork.ai/learn/nptel/110107129/f4b9170fc507) (YouTube)
20. [Numerical Python Part II](https://invisiblenetwork.ai/learn/nptel/110107129/ce18595e630f) (YouTube)
21. [Numerical Python Part III](https://invisiblenetwork.ai/learn/nptel/110107129/31927c401fe2) (YouTube)
22. [Numerical Python Part IV](https://invisiblenetwork.ai/learn/nptel/110107129/62291bab88b8) (YouTube)
23. [Numerical Python Part V](https://invisiblenetwork.ai/learn/nptel/110107129/1dbc4fd0729a) (YouTube)
24. [Numerical Python Part VI](https://invisiblenetwork.ai/learn/nptel/110107129/bb87ef30dcf1) (YouTube)
25. [Numerical Python Part VII](https://invisiblenetwork.ai/learn/nptel/110107129/088a680de2a5) (YouTube)
26. [Database Using Python Pandas Part I](https://invisiblenetwork.ai/learn/nptel/110107129/287aac61d1ab) (YouTube)
27. [Database Using Python Pandas Part II](https://invisiblenetwork.ai/learn/nptel/110107129/1fe3230b8e38) (YouTube)
28. [Database Using Python Pandas Part III](https://invisiblenetwork.ai/learn/nptel/110107129/4f2e9390b201) (YouTube)
29. [Database Using Python Pandas Part IV](https://invisiblenetwork.ai/learn/nptel/110107129/151bb0acf080) (YouTube)
30. [Python Working with Data Part I](https://invisiblenetwork.ai/learn/nptel/110107129/91eb81c01214) (YouTube)
31. [Python Working with Data Part II](https://invisiblenetwork.ai/learn/nptel/110107129/02400ef7f359) (YouTube)
32. [Python Working with Data Part III](https://invisiblenetwork.ai/learn/nptel/110107129/076ca05e5734) (YouTube)
33. [String and Text Processing Part I](https://invisiblenetwork.ai/learn/nptel/110107129/ba73369f284d) (YouTube)
34. [String and Text Processing Part II](https://invisiblenetwork.ai/learn/nptel/110107129/909c869b5f98) (YouTube)
35. [Data Visualization Using Python](https://invisiblenetwork.ai/learn/nptel/110107129/7ace01d0200d) (YouTube)
36. [Text Collection & Transformation Part I](https://invisiblenetwork.ai/learn/nptel/110107129/68e3b6043c51) (YouTube)
37. [Text Collection & Transformation Part II](https://invisiblenetwork.ai/learn/nptel/110107129/f42f1e86e657) (YouTube)
38. [Text Mining & Modeling Part I](https://invisiblenetwork.ai/learn/nptel/110107129/42cac92765a6) (YouTube)
39. [Text Mining & Modeling Part II](https://invisiblenetwork.ai/learn/nptel/110107129/baa4175eba71) (YouTube)
40. [Text Mining & Modeling Part III](https://invisiblenetwork.ai/learn/nptel/110107129/f4a17116bd54) (YouTube)