kaggle_analysis

This is a repository to save data science analysis practices.

Titanic Project

Includes:

Data Cleaning
- Missing data
- Outliers
Exploratory Data Analysis
- Single Variable Analysis
- Multiple Variable Analysis
- Correlation Analysis
Feature Engineering
- Creating new features
- Transform existing features
Model Selection
- K fold cross validation
- Feature Importance
- Recall and Precision
- Tuning Hyper parameter
- Ensembling Vote

Name		Name	Last commit message	Last commit date
Latest commit History 42 Commits
.ipynb_checkpoints		.ipynb_checkpoints
__pycache__		__pycache__
titanic		titanic
EDA on Titanic.html		EDA on Titanic.html
EDA on Titanic.ipynb		EDA on Titanic.ipynb
Modeling Result Overview.ipynb		Modeling Result Overview.ipynb
README.md		README.md
Titanic Modeling- CabinXYZ.ipynb		Titanic Modeling- CabinXYZ.ipynb
Titanic Modeling-Cabin + delete size and alone.ipynb		Titanic Modeling-Cabin + delete size and alone.ipynb
Titanic Modeling-log fare.ipynb		Titanic Modeling-log fare.ipynb
Titanic Modeling-no SipSp & Parch.ipynb		Titanic Modeling-no SipSp & Parch.ipynb
Titanic Modeling-no family size & alone.ipynb		Titanic Modeling-no family size & alone.ipynb
Titanic Modeling-original.ipynb		Titanic Modeling-original.ipynb
helper.py		helper.py
plot_lda_qda.ipynb		plot_lda_qda.ipynb
stats practice.ipynb		stats practice.ipynb