https://github.com/snigdho8869/regression-analysis-projects

Repository showcasing a collection of diverse regression analysis projects including salary prediction and more.
https://github.com/snigdho8869/regression-analysis-projects

deep-learning deep-learning-regression deeplearning gradient-boosting-regressor keras linear-regression machine-learning machine-learning-algorithms random-forest-regression random-forest-regressor regression regression-algorithms regression-analysis regression-trees scikit-learn tensorflow voting-regressor xgboost-regression

Last synced: 6 months ago
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Repository showcasing a collection of diverse regression analysis projects including salary prediction and more.

• Host: GitHub
• URL: https://github.com/snigdho8869/regression-analysis-projects
• Owner: Snigdho8869
• Created: 2023-10-28T23:08:17.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2023-10-31T20:40:34.000Z (almost 2 years ago)
• Last Synced: 2024-01-25T12:10:03.378Z (over 1 year ago)
• Topics: deep-learning, deep-learning-regression, deeplearning, gradient-boosting-regressor, keras, linear-regression, machine-learning, machine-learning-algorithms, random-forest-regression, random-forest-regressor, regression, regression-algorithms, regression-analysis, regression-trees, scikit-learn, tensorflow, voting-regressor, xgboost-regression
• Language: Jupyter Notebook
• Homepage:
• Size: 1.21 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Regression Analysis Projects

## Project Highlights:

- **Salary Prediction:** Predict salary ranges and gain insights into compensation trends with my Salary Prediction project. Using regression analysis, I provide a data-driven approach to estimating salaries based on various factors. Here's what you can expect:

  

  - Regression Analysis: Dive into the world of predictive modeling using regression analysis. I employ statistical techniques to understand the relationship between salary and key variables.

    

  - Data-Driven Insights: Explore how factors such as experience, education, location, and more impact salary expectations. Gain valuable insights into what drives compensation in various industries and professions.

    

  - Precise Salary Estimations: My model helps you make informed decisions about salary negotiations, job changes, or career development by providing accurate salary predictions.

    

  - Data Exploration: Delve into the dataset, analyze trends, and uncover valuable information about salary distributions, outliers, and the impact of different features on earnings.

  

  - Machine Learning: This project showcases the power of machine learning and data analysis in providing actionable insights for salary prediction and career planning.