https://github.com/fethullahceviz/machine-learnig-stack-overflow-2018-dataset-analise

Stack Overflow 2018 Dataset Salary Prediction
https://github.com/fethullahceviz/machine-learnig-stack-overflow-2018-dataset-analise

data-science feature-engineering machine-learning powerbi-visuals python regression-models

Last synced: 2 months ago
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Stack Overflow 2018 Dataset Salary Prediction

• Host: GitHub
• URL: https://github.com/fethullahceviz/machine-learnig-stack-overflow-2018-dataset-analise
• Owner: fethullahceviz
• Created: 2022-10-09T10:22:26.000Z (almost 4 years ago)
• Default Branch: main
• Last Pushed: 2022-10-10T08:12:18.000Z (almost 4 years ago)
• Last Synced: 2025-02-25T02:19:49.883Z (over 1 year ago)
• Topics: data-science, feature-engineering, machine-learning, powerbi-visuals, python, regression-models
• Language: Jupyter Notebook
• Homepage:
• Size: 13 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Machine-Learnig-Stack-Overflow-2018-Dataset-Analise

Project Flow

    1. Importing dataset and exploration

    2. Exploratory Data Analysis

      2.1. Numeric Data

      2.2. Ordinal Data

      2.3. Nominal Data

    3. Outlier Detection

      3.1. Z Score

      3.2. IQR Method

      3.3. Outlier

    4. Missing Value Imputation

    5. Feature Engineering

      5.1. Language Worked With Salary

      5.2. Developer Type With Salary

    6. Feature Selection

    7. First Result

    8. Model Tuning

    9. Result