Visualize, Analyze and Predict: what were the chances to survive on Titanic.

Dataset from Kaggle

Content

• Dataset EDA
• Dataset cleaning, feature selection and scaling
• Training and testing different algorithms: Logistic Regression Naive Bayes K-Nearest Neighbors Support Vector Machines (Regular and Kernel) Decision Trees (Regular, Random Forset, XGBoost, CatBoost) Neural Network