Titanic: Machine Learning from Disaster - Kaggle скачать в хорошем качестве

Titanic: Machine Learning from Disaster - Kaggle

This video helps to understand the codes and functions. You can access Titanic codes from Kaggle. https://www.kaggle.com/busedemir/buse... Content: 1) Load and Check Data 2) Variable Description Univariate Variable Analysis a) Categorical Variable Analysis b) Numerical Variable Analysis 3) Basic Data Analysis 4) Outlier Detection 5) Missing Value a) Find Missing Value b) Fill Missing Value 6) Visualization a) Correlation Between Sibsp -- Parch -- Age -- Fare -- Survived b) SibSp -- Survived c) Parch -- Survived d) Pclass -- Survived e) Age -- Survived f) Pclass -- Survived -- Age g) Embarked -- Sex -- Pclass -- Survived h) Embarked -- Sex -- Fare -- Survived i) Fill missing Age 7) Feature Engineering a) Name -- Title b) Family size c) Embarked d) Ticket e) Pclass f) Sex g) Drop PassengerId and Cabin 8) Modeling a) rain_test_split b) Simple Logistic Regression c) Hyperparameter Tuning -- Grid Search -- Cross Validation d) Ensemble Modeling e) Prediction and Submission