Fall 2026: Data Mining-1
Revision as of 17:23, 29 July 2026 by Mkwiki (talk | contribs) (→Lab 1 & 2: ( week of 27th July, 03rd & 10th August 2026 ))
Contents
Logistics
- Class Timings: Mondays 10:30 am - 12:30 pm Thursdays 8:30 am - 9:30 am
- Classroom: Mondays (T-7) and Thursdays(T-11)
- Lab Timings: Mondays 1:30 pm - 3:30 pm
- Labs: Computer Lab 4 (CL-4)
Course Overview
- As per the Delhi University Course Syllabus/Guidelines
Lectures
| Lecture | Topic | Lecture Slides | Readings |
|---|---|---|---|
| Unit-1 | Introduction to Data Mining: | [unit1.pdf] | Chapter 1 |
| Unit 2 | Data Pre-Processing: | [unit2.pdf] | Chapter 2 |
| Unit 3 | Cluster Analysis: | [unit3.pdf] | Chapter 5 |
| Unit 4 | Association Rule Mining: | [unit4.pdf] | Chapter 4 |
| Unit 5 | Classification: | [unit5.pdf] | Chapter 3 & 6 |
Assignments and Tests
Class Assignments
- Assignment No. 1,
- Assignment No. 2,
Tests and Quizzes
- Test 1 :
- Test 2 :
Labs
Instructions
- Please be on time to avoid the Attendance Penalty.
- Please put your mobile phone on Silent Mode.
- Each lab assignment needs to be submitted in the Google Classroom for evaluation(will be notified in the GC lab-wise, submit before the deadline).
- Turn off(shut down) your assigned computer and arrange the chair before you leave the lab.
Lab 0: Getting Started ( week of 03rd, 10th & 17th August 2026 )
| Task No. | Task | Assessment Period. | Submission Deadline |
|---|---|---|---|
| 1 | https://www.cse.msu.edu/~ptan/dmbook/tutorials/tutorial1/tutorial1.html | -- | -- |
| 2 | https://www.cse.msu.edu/~ptan/dmbook/tutorials/tutorial2/tutorial2.html | -- | -- |
| 3 | https://www.cse.msu.edu/~ptan/dmbook/tutorials/tutorial3/tutorial3.html | -- | -- |
Resources
References:
- R1: Dejey, S. Murugan, Cyber Forensics, Oxford University Press, 2018.
- R2: C. Altheide & H. Carvey, Digital Forensics with Open Source Tools, Syngress, 2011. ISBN: 9781597495868.
- R3: Niranjan Reddy, Practical Cyber Forensics. An Incident-Based Approach to Forensic Investigations, Apress, 2019 (Available on DU eLibrary).
- R4: Marjee T. Britz, Computer Forensics and Cyber Crime: An Introduction, Pearson Education, 2013.
- R5: https://www.indiacode.nic.in/handle/123456789/1999?sam_handle=123456789/1362
Additional References:
- “Computer Forensics: Investigating Network Intrusions and Cybercrime” by Cameron H.
- Malin, Eoghan Casey, and James M. Aquilina Online Course Management System: https://esu.desire2learn.com/
- Computer Forensics, Computer Crime Investigation by John R., Vacca, Firewall Media, New Delhi.
- Computer Forensics and Investigations by Nelson, Phillips, Enfinger, Steuart, CENGAGE Learning
