Titanic Machine Learning Project - Step 2 - Explore the Data

1 Titanic Machine Learning Project - About the dataset

2 Titanic Machine Learning Project - Step 1 - Import Dataset

3 Titanic Machine Learning Project - Download and Import the Titanic dataset

4 Titanic Machine Learning Project - Split into Train and Test Set

5 Titanic Machine Learning Project - Step 2 - Explore the Data

6 Titanic Machine Learning Project - Explore the Training Data

7 Titanic Machine Learning Project - Look at the Numerical Attributes

8 Titanic Machine Learning Project - Find Number of Female Passengers

9 Titanic Machine Learning Project - Step 3 - Create Pipelines

10 Titanic Machine Learning Project - Create Processing Pipeline

11 Titanic Machine Learning Project - Create Pipeline for the Numerical Attributes

12 Titanic Machine Learning Project - Create an Imputer for String Categorical Columns

13 Titanic Machine Learning Project - Build the Pipeline for the Categorical Attributes

14 Titanic Machine Learning Project - Join both the Pipelines

15 Titanic Machine Learning Project - Step 4 - Train SVC Classifier

16 Titanic Machine Learning Project - Train an SVC Classifier

17 Titanic Machine Learning Project - Predict using Test Set

18 Titanic Machine Learning Project - Step 5 - Evaluate SVC Model

19 Titanic Machine Learning Project - Evaluate our SVC Model

20 Titanic Machine Learning Project - Step 6 - Train Random Forest Classifier

21 Titanic Machine Learning Project - Train a RandomForest Classifier