# Course reserves for *Data Science*

- Term: MNS24
- Department: CSE
- Course number: CSE558
- Section: UG, PG
- Instructors:
- Supratim Shit

Title | Author | Item type | Location | Collection | Call number | Copy number | Status | Date due | Notes | Link |
---|---|---|---|---|---|---|---|---|---|---|

Data mining : | Han, Jiawei | Books | IIITD General Stacks |
Computer Science and Engineering | 006.3 HAN-D | Not for loan | Textbook | |||

Elements of statistical learning : data mining, inference, and prediction | Hastie, Trevor | Books | IIITD Reference |
Computer Science and Engineering | REF 006.31 HAS-E | Not for loan | Textbook | |||

An introduction to statistical learning : with applications in R | James, Gareth | Books | IIITD Reference |
Mathematics | REF 519.5 JAM-I | Not for loan | Textbook | |||

Introduction to linear algebra | Strang, Gilbert | Books | IIITD Reference |
Mathematics | REF 512.5 STR-I | Not for loan | Textbook | |||

Exploratory data analysis with R | Peng, Roger D. | Books | IIITD General Stacks |
Mathematics | REF 519.502 PEN-E | Not for loan | Textbook | |||

Data mining : | Han, Jiawei | Reference | IIITD Reference |
Computer Science and Engineering | REF 006.3 HAN-D | Not for loan | Textbook | |||

Introduction to data mining | Tan, Pang-Ning | Reference | IIITD Reference |
Computer Science and Engineering | REF 006.3 TAN-I | Not for loan | Reference Book | |||

Introduction to data mining | Tan, Pang-Ning | Books | IIITD Reference |
Computer Science and Engineering | REF 006.3 TAN-I | Not for loan | Reference Book | |||

Understanding machine learning : | Shalev-Shwartz, Shai. | Highly Demanded Book | IIITD General Stacks |
Computer Science and Engineering | 006.31 SHA-U | Not for loan | Reference Book | Record URL | ||

R for data science : | Wickham, Hadley | Books | IIITD Reference |
Computer Science and Engineering | CB 006.312 WIC-R | Not for loan | Textbook | |||

Introduction to linear algebra | Strang, Gilbert | Books | IIITD Reference |
Mathematics | REF 512.5 STR-I | Not for loan | Textbook | |||

Foundations of data science | Blum, Avrim | Books | IIITD General Stacks |
Computer Science and Engineering | 004 BLU-F | Not for loan | Textbook | |||

Doing data science : | Schutt, Rachel | Books | IIITD General Stacks |
Computer Science and Engineering | 006.3 SCH-D | Not for loan | Reference | |||

Probability and computing : | Mitzenmacher, Michael, | Books | IIITD Reference |
Mathematics | REF 518.1 MIT-P | Not for loan | Reference | Record URL | ||

Mining of massive datasets | Leskovec, Jurij | Books | IIITD Reference |
Computer Science and Engineering | REF 006.312 LES-M | Not for loan | Textbook |