https://github.com/patilsukanya/assignment-04.-simple-linear-regression-q1
Used libraries and functions as follows:
https://github.com/patilsukanya/assignment-04.-simple-linear-regression-q1
correlation-analysis data-visualization distplot eda feature-engineering model-building model-predictions model-testing numpy ols-regression p-value pandas python r-square-values regression-plot seaborn simple-linear-regression smf statmodels t-score
Last synced: about 2 months ago
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Used libraries and functions as follows:
- Host: GitHub
- URL: https://github.com/patilsukanya/assignment-04.-simple-linear-regression-q1
- Owner: PatilSukanya
- Created: 2022-09-12T09:35:49.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2022-09-12T10:38:07.000Z (over 2 years ago)
- Last Synced: 2025-02-23T13:38:07.802Z (about 2 months ago)
- Topics: correlation-analysis, data-visualization, distplot, eda, feature-engineering, model-building, model-predictions, model-testing, numpy, ols-regression, p-value, pandas, python, r-square-values, regression-plot, seaborn, simple-linear-regression, smf, statmodels, t-score
- Language: Jupyter Notebook
- Homepage:
- Size: 259 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Assignment-04.-Simple-Linear-Regression
Que-1) Delivery_time -> Predict delivery time using sorting time. Build a simple linear regression model by performing EDA and do necessary transformations and select the best model using R or Python.
EDA and Data Visualization, Feature Engineering, Correlation Analysis, Model Building, Model Testing and Model Predictions using simple linear regression.
Que-2) Salary_hike -> Build a prediction model for Salary_hike Build a simple linear regression model by performing EDA and do necessary transformations and select the best model using R or Python. EDA and Data Visualization. Correlation Analysis. Model Building. Model Testing. Model Predictions.