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

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|-
 
| style="width: 8%"  | 1  
 
| style="width: 8%"  | 1  
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| style="width: 50%" | Any Classification/Clustering Problem
 +
| style="width: 25%" | 
 +
# 1
 +
# 2
 +
# 3
 +
# 4
 +
| Dataset:
 +
[http://mkbhandari.com/mkwiki/fall2024/dm/datasets/kidney_disease.csv '''kidney_disease.csv''']
 +
Report:
 +
[https://www.kaggle.com/datasets/mansoordaku/ckdisease Chronic KIdney Disease dataset]
 +
Project Presentation:
 +
[https://www.kaggle.com/datasets/mansoordaku/ckdisease Chronic KIdney Disease dataset]
 +
|-
 +
| style="width: 8%"  | 2
 +
| style="width: 50%" | Any Classification/Clustering Problem
 +
| style="width: 25%" | 
 +
# 1
 +
# 2
 +
# 3
 +
# 4
 +
| Dataset:
 +
[http://mkbhandari.com/mkwiki/fall2024/dm/datasets/kidney_disease.csv '''kidney_disease.csv''']
 +
Report:
 +
[https://www.kaggle.com/datasets/mansoordaku/ckdisease Chronic KIdney Disease dataset]
 +
Project Presentation:
 +
[https://www.kaggle.com/datasets/mansoordaku/ckdisease Chronic KIdney Disease dataset]
 +
|-
 +
| style="width: 8%"  | 3
 +
| style="width: 50%" | Any Classification/Clustering Problem
 +
| style="width: 25%" | 
 +
# 1
 +
# 2
 +
# 3
 +
# 4
 +
| Dataset:
 +
[http://mkbhandari.com/mkwiki/fall2024/dm/datasets/kidney_disease.csv '''kidney_disease.csv''']
 +
Report:
 +
[https://www.kaggle.com/datasets/mansoordaku/ckdisease Chronic KIdney Disease dataset]
 +
Project Presentation:
 +
[https://www.kaggle.com/datasets/mansoordaku/ckdisease Chronic KIdney Disease dataset]
 +
|-
 +
| style="width: 8%"  | 4
 +
| style="width: 50%" | Any Classification/Clustering Problem
 +
| style="width: 25%" | 
 +
# 1
 +
# 2
 +
# 3
 +
# 4
 +
| Dataset:
 +
[http://mkbhandari.com/mkwiki/fall2024/dm/datasets/kidney_disease.csv '''kidney_disease.csv''']
 +
Report:
 +
[https://www.kaggle.com/datasets/mansoordaku/ckdisease Chronic KIdney Disease dataset]
 +
Project Presentation:
 +
[https://www.kaggle.com/datasets/mansoordaku/ckdisease Chronic KIdney Disease dataset]
 +
|-
 +
| style="width: 8%"  | 5
 +
| style="width: 50%" | Any Classification/Clustering Problem
 +
| style="width: 25%" | 
 +
# 1
 +
# 2
 +
# 3
 +
# 4
 +
| Dataset:
 +
[http://mkbhandari.com/mkwiki/fall2024/dm/datasets/kidney_disease.csv '''kidney_disease.csv''']
 +
Report:
 +
[https://www.kaggle.com/datasets/mansoordaku/ckdisease Chronic KIdney Disease dataset]
 +
Project Presentation:
 +
[https://www.kaggle.com/datasets/mansoordaku/ckdisease Chronic KIdney Disease dataset]
 +
|-
 +
| style="width: 8%"  | 6
 +
| style="width: 50%" | Any Classification/Clustering Problem
 +
| style="width: 25%" | 
 +
# 1
 +
# 2
 +
# 3
 +
# 4
 +
| Dataset:
 +
[http://mkbhandari.com/mkwiki/fall2024/dm/datasets/kidney_disease.csv '''kidney_disease.csv''']
 +
Report:
 +
[https://www.kaggle.com/datasets/mansoordaku/ckdisease Chronic KIdney Disease dataset]
 +
Project Presentation:
 +
[https://www.kaggle.com/datasets/mansoordaku/ckdisease Chronic KIdney Disease dataset]
 +
|-
 +
| style="width: 8%"  | 7
 +
| style="width: 50%" | Any Classification/Clustering Problem
 +
| style="width: 25%" | 
 +
# 1
 +
# 2
 +
# 3
 +
# 4
 +
| Dataset:
 +
[http://mkbhandari.com/mkwiki/fall2024/dm/datasets/kidney_disease.csv '''kidney_disease.csv''']
 +
Report:
 +
[https://www.kaggle.com/datasets/mansoordaku/ckdisease Chronic KIdney Disease dataset]
 +
Project Presentation:
 +
[https://www.kaggle.com/datasets/mansoordaku/ckdisease Chronic KIdney Disease dataset]
 +
|-
 +
| style="width: 8%"  | 8
 
| style="width: 50%" | Any Classification/Clustering Problem
 
| style="width: 50%" | Any Classification/Clustering Problem
 
| style="width: 25%" |   
 
| style="width: 25%" |   

Revision as of 12:18, 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
 Dataset:

kidney_disease.csv Report: Chronic KIdney Disease dataset Project Presentation: Chronic KIdney Disease dataset

2 Any Classification/Clustering Problem
  1. 1
  2. 2
  3. 3
  4. 4
 Dataset:

kidney_disease.csv Report: Chronic KIdney Disease dataset Project Presentation: Chronic KIdney Disease dataset

3 Any Classification/Clustering Problem
  1. 1
  2. 2
  3. 3
  4. 4
 Dataset:

kidney_disease.csv Report: Chronic KIdney Disease dataset Project Presentation: Chronic KIdney Disease dataset

4 Any Classification/Clustering Problem
  1. 1
  2. 2
  3. 3
  4. 4
 Dataset:

kidney_disease.csv Report: Chronic KIdney Disease dataset Project Presentation: Chronic KIdney Disease dataset

5 Any Classification/Clustering Problem
  1. 1
  2. 2
  3. 3
  4. 4
 Dataset:

kidney_disease.csv Report: Chronic KIdney Disease dataset Project Presentation: Chronic KIdney Disease dataset

6 Any Classification/Clustering Problem
  1. 1
  2. 2
  3. 3
  4. 4
 Dataset:

kidney_disease.csv Report: Chronic KIdney Disease dataset Project Presentation: Chronic KIdney Disease dataset

7 Any Classification/Clustering Problem
  1. 1
  2. 2
  3. 3
  4. 4
 Dataset:

kidney_disease.csv Report: Chronic KIdney Disease dataset Project Presentation: Chronic KIdney Disease dataset

8 Any Classification/Clustering Problem
  1. 1
  2. 2
  3. 3
  4. 4
 Dataset:

kidney_disease.csv Report: Chronic KIdney Disease dataset Project Presentation: Chronic KIdney Disease dataset

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