CS-F415: Data Mining

Classes would be conducted in offline mode. See this place to find regular updates.

Lecture Sehedule: 6101 Mon/Wed/Fri 04:00 PM - 04.50 PM
Lab Sehedule: 6018/6017 Sat 4:00 PM - 07.00 PM
Term Project presentation for Model Development and Result is scheduled on 14th April.
Course Handout: [pdf]
Prerequisite: NONE
TA: Ms. Vijay Kumari, Dhruv Kamra (2021A7PS0713P)
NALANDA - LMS: is our Learning Management System (LMS) [link]
Your FEEDBACK is very important to us! use this link to provide inputs.

Slides, handout and resources would be available as the course proceeds. Following lectures are taken by Dr Kamlesh

Course Handout: [pdf]

[Lecture-01]: Introduction and Logistics 10/01/2024 [pdf]

[Lecture-02]: Data Mining Challenges, Curse of Dimentiality 12/01/2024 [pdf]

[Lecture-03+04]: Classification, K-NN, Decision Tree 02+05/02/2024 [pdf]

[Lecture-05]: C4.5+ Random Forest 07/02/2024 [pdf]

[Lecture-06]: Logistic Regression 12/02/2024 [pdf]

[Lecture-07]: Rule-Based Classification 16/02/2024 [pdf]

[Lecture-08]: Support Vector Machine (SVM) 19/02/2024 [pdf]

[Lecture-09]: Soft and Kernel SVM 21/02/2024 [pdf]

[Lecture-10+11]: Boosting and Bagging 23,26/02/2024 [pdf]

[Lecture-12+13]: Introduction to Perceptron 28/02/2024 [pdf]

[Lecture-14]: Neural Network 04/03/2024 [pdf]

[Lecture-15+16+17]: Clustering 28/03/2024 [pdf]

[Lecture-18]: PK-Means, MR-DBSCAN 08/04/2024 [pdf]

List of registered students is as below.

Aarav Goel (2020A1PS1696P)
Abhimanyu Bhowmik (2022A3PS0412P)
Abhishek Khurana (2021A7PS2688P)
Abir Aniket Abhyankar (2021A7PS0523P)
Adarsh Goel (2020B3A70821P)
Aditya Raj (2022B2A41583P)
Aneesh Kabra (2021A7PS0442P)
Ansh Rastogi (2021A7PS0515P)
Arjoo Kumari (2020B3A70770P)
Arnab Marothia (2022A4PS0792P)
Aryaman Chauhan (2020B5A72006P)
Aryan Ashish Arora (2022A3PS0492P)
Ashmit Srivastava (2021A4PS2205P)
Ayush Shivde (2022A4PS0355P)
Bhuman Pandita (2021A2PS2605P)
Chaitanya Sethi (2020B3A71961P)
Chinmay Anand (2020B3A70800P)
Dadhich Vedang (2021A1PS2601P)
Dhawal Urvesh Mehta (2020B3A71965P)
Dhruv Gupta (2020A7PS1680P)
Jain Ayush Mukeshkumar (2022A8PS0619P)
Kommula Sai Venkata Dhanush (2020B2A70709P)
Kumar Krishna (2022A3PS0392P)
Manushree Saini (2021B5PS2065P)
Mudit Gupta (2022A7PS0178P)
Palak Manocha (2022B2A40825P)
Piyush Chanduka (2021A4PS1554P)
Preksha Sharma (2021ABPS2470P)
Rakshit Sakhuja (2022A3PS0471P)
Ravisha Gambhir (2021A2PS2623P)
Rudresh Milind Joshi (2022A7PS0159P)
Sanjana Padavala (2020A7PS1207P)
Sarthak Tayal (2020A7PS0987P)
Shailesh Kumar Singh (2020A7PS1507P)
Shreeansh Mohanty (2021ABPS2715P)
Shrestha Sharma (2020B3A70817P)
Shreyansh Singh (2021A2PS2519P)
Shreyas Mishra (2022AAPS0241P)
Shripurna Gangopadhyay (2020B1A70603P)
Souvagya Ghosh (2021AAPS1485P)
Sparsh Kumar (2022A1PS1565P)
Suraj Vijay Phalod (2020B3A71959P)

All evaluation components are ment to be individual until it is specifically specified.

Schedule:

Course Handout: [PDF]
Mid-Semester Test (25%) 1.5H: Thursday March 14, 2024
Lab Participation (15%): 05% for attendance, 10% Online Exam
Term Project (20%): [Paper Presentation 5%, Model Development 4%, Result 6%, Visulaization and report 4%]
- Find instruction --> HERE <--
- Model Development 4%, and Result 6% is scheduled:
  - Presentation Date: 14 April 2024
  - Find your presentation slot HERE
- Final Viva and report submission: 22, 23, 24 April 2024
Comprehensive Examination (35%) 3H: Wednesday May 15, 2024

Plagarism of any form would fetch serious penalty.

CS-F415: Data Mining (Jan-May 2024)