https://github.com/dibsthegreat/linear-regression

In this folder I am experimenting with Linear Regression by doing many case studies on practice datasets.
https://github.com/dibsthegreat/linear-regression

data-analytics data-science data-visualization jyputer-notebook linear-regression python3

Last synced: 29 days ago
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In this folder I am experimenting with Linear Regression by doing many case studies on practice datasets.

• Host: GitHub
• URL: https://github.com/dibsthegreat/linear-regression
• Owner: DibsTHEgreat
• Created: 2023-11-15T20:06:30.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2023-11-16T01:43:48.000Z (about 1 year ago)
• Last Synced: 2024-10-26T06:07:16.700Z (3 months ago)
• Topics: data-analytics, data-science, data-visualization, jyputer-notebook, linear-regression, python3
• Language: Jupyter Notebook
• Homepage:
• Size: 232 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Linear-Regression

In this folder I am experimenting with Linear Regression by doing a couple of case studies on practice datasets.

## Case 1: SAT Score vs. GPA Prediction

In this folder the goal is to investigate the relationship between a student's SAT score and GPA score. Specifically, can we use a student's SAT score to predict their GPA after graduating from university?

## Case 2: Real Estate Size vs. Price Prediction

In this folder the goal is to investigate the relationship between the size of a house and the price of a house. Specifically, can we use the size of the house to predict the price of the house?

## Case 3: SAT Score & Rand 1, 2, 3 vs. GPA Prediction

In this folder the goal is to investigate the change in the relationship between a student's SAT score and GPA score by introducing a new variable into the dataset called: Rand 1, 2, 3. Specifically, can we use a student's SAT score and Rand 1, 2, 3 to predict their GPA after graduating from university?