Difference between revisions of "Fall 2024: Data Mining Lab"

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| Dataset:  
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* Dataaset:  
 
[http://mkbhandari.com/mkwiki/fall2024/dm/datasets/kidney_disease.csv '''kidney_disease.csv''']
 
[http://mkbhandari.com/mkwiki/fall2024/dm/datasets/kidney_disease.csv '''kidney_disease.csv''']
Report:
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* Report:
Project Presentation:  
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* Project Presentation:
 
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Revision as of 12:28, 24 August 2024

Instructions

  • Please be on time to avoid the Attendance Penalty.
  • Please sign on the Attendance Register before your take a seat.
  • Please put your mobile phone in the 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.

Guidelines

Lab 0: Getting Started ( week of 05th & 12th August 2024 )

Q. NO. Program Practical No. Remarks
1 https://www.cse.msu.edu/~ptan/dmbook/tutorials/tutorial1/tutorial1.html Practice Set No. 1 Introduction to Python
2 https://www.cse.msu.edu/~ptan/dmbook/tutorials/tutorial2/tutorial2.html Practice Set No. 2 Introduction to Numpy and Pandas
3 https://www.cse.msu.edu/~ptan/dmbook/tutorials/tutorial3/tutorial3.html Practice Set No. 3 Data Exploration

Lab 1: ( week of 19th & 26th August 2024 )

Q. NO. Program Practical No. Remarks
1 Apply data cleaning techniques on any dataset (e.g. Chronic Kidney Disease dataset from UCI repository). Techniques may include handling missing values, outliers and inconsistent values. Also, a set of validation rules may be specified for the particular dataset and validation checks performed. Practical No. 1 Dataset:

kidney_disease.csv

Download from Kaggle: Chronic KIdney Disease dataset


Projects

Team No. Project Title Team Members Remarks
1 Any Classification/Clustering Problem
  1. 1
  2. 2
  3. 3
  4. 4
  • Dataaset:

kidney_disease.csv

  • Report:
  • Project Presentation:
2 Any Classification/Clustering Problem
  1. 1
  2. 2
  3. 3
  4. 4
  • Dataaset:

kidney_disease.csv

  • Report:
  • Project Presentation: