This is the first project out of my ten projects journey to learn data science and machine learning. The objectives of this project are:
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- Learn about classification
- Learn about data engineering
- Learn about decision trees
This project includes:
- Exploratory analysis
- Variables study
- Data cleaning
- Feature engineering
- Correlation study
- Target Variable Analysis (Univariate Analysis)
- Multivariate analysis
- Modeling, evaluation & ensambling
- Machine learning models
- K-fold cross validation
- Feature importance
- Hyperparameter Tuning