├── .gitignore ├── README.md ├── images ├── Rosalie_Ida_Blun_Straus.jpg ├── iceberg_titanic.jpg ├── jp_morgan.png ├── kaggle1.png ├── kaggle2.png ├── kaggle3.png ├── kaggle4.png ├── kaggle_076.png ├── kaggle_078.png ├── kaggle_rf_simple.png ├── key_to_binoculars.jpg ├── life_boats.jpg ├── lifeboats.png ├── man.jpg ├── man_memorial.png ├── olympic_hawke.jpg ├── olympic_titanic_gigantic.jpg ├── riddle_titanic.jpg ├── route.png └── sinking_animation.gif ├── input ├── test.csv └── train.csv ├── notebooks ├── basic_model.ipynb ├── feature_engineering.ipynb └── understand_business_data.ipynb └── output ├── dummy.csv └── linear.csv /.gitignore: -------------------------------------------------------------------------------- 1 | .ipynb_checkpoints 2 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dataworkshop/webinar-titanic/HEAD/README.md -------------------------------------------------------------------------------- /images/Rosalie_Ida_Blun_Straus.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dataworkshop/webinar-titanic/HEAD/images/Rosalie_Ida_Blun_Straus.jpg -------------------------------------------------------------------------------- /images/iceberg_titanic.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dataworkshop/webinar-titanic/HEAD/images/iceberg_titanic.jpg -------------------------------------------------------------------------------- /images/jp_morgan.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dataworkshop/webinar-titanic/HEAD/images/jp_morgan.png -------------------------------------------------------------------------------- /images/kaggle1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dataworkshop/webinar-titanic/HEAD/images/kaggle1.png -------------------------------------------------------------------------------- /images/kaggle2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dataworkshop/webinar-titanic/HEAD/images/kaggle2.png -------------------------------------------------------------------------------- /images/kaggle3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dataworkshop/webinar-titanic/HEAD/images/kaggle3.png -------------------------------------------------------------------------------- /images/kaggle4.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dataworkshop/webinar-titanic/HEAD/images/kaggle4.png -------------------------------------------------------------------------------- /images/kaggle_076.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dataworkshop/webinar-titanic/HEAD/images/kaggle_076.png -------------------------------------------------------------------------------- /images/kaggle_078.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dataworkshop/webinar-titanic/HEAD/images/kaggle_078.png -------------------------------------------------------------------------------- /images/kaggle_rf_simple.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dataworkshop/webinar-titanic/HEAD/images/kaggle_rf_simple.png -------------------------------------------------------------------------------- /images/key_to_binoculars.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dataworkshop/webinar-titanic/HEAD/images/key_to_binoculars.jpg -------------------------------------------------------------------------------- /images/life_boats.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dataworkshop/webinar-titanic/HEAD/images/life_boats.jpg -------------------------------------------------------------------------------- /images/lifeboats.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dataworkshop/webinar-titanic/HEAD/images/lifeboats.png -------------------------------------------------------------------------------- /images/man.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dataworkshop/webinar-titanic/HEAD/images/man.jpg -------------------------------------------------------------------------------- /images/man_memorial.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dataworkshop/webinar-titanic/HEAD/images/man_memorial.png -------------------------------------------------------------------------------- /images/olympic_hawke.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dataworkshop/webinar-titanic/HEAD/images/olympic_hawke.jpg -------------------------------------------------------------------------------- /images/olympic_titanic_gigantic.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dataworkshop/webinar-titanic/HEAD/images/olympic_titanic_gigantic.jpg -------------------------------------------------------------------------------- /images/riddle_titanic.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dataworkshop/webinar-titanic/HEAD/images/riddle_titanic.jpg -------------------------------------------------------------------------------- /images/route.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dataworkshop/webinar-titanic/HEAD/images/route.png -------------------------------------------------------------------------------- /images/sinking_animation.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dataworkshop/webinar-titanic/HEAD/images/sinking_animation.gif -------------------------------------------------------------------------------- /input/test.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dataworkshop/webinar-titanic/HEAD/input/test.csv -------------------------------------------------------------------------------- /input/train.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dataworkshop/webinar-titanic/HEAD/input/train.csv -------------------------------------------------------------------------------- /notebooks/basic_model.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dataworkshop/webinar-titanic/HEAD/notebooks/basic_model.ipynb -------------------------------------------------------------------------------- /notebooks/feature_engineering.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dataworkshop/webinar-titanic/HEAD/notebooks/feature_engineering.ipynb -------------------------------------------------------------------------------- /notebooks/understand_business_data.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dataworkshop/webinar-titanic/HEAD/notebooks/understand_business_data.ipynb -------------------------------------------------------------------------------- /output/dummy.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dataworkshop/webinar-titanic/HEAD/output/dummy.csv -------------------------------------------------------------------------------- /output/linear.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dataworkshop/webinar-titanic/HEAD/output/linear.csv --------------------------------------------------------------------------------