├── .gitignore ├── 1-titanic_EDA_first_models.ipynb ├── 2-titanic_first_ML-model.ipynb ├── 3-titanic_feature_engineering_ML.ipynb ├── LICENSE ├── README.md ├── data ├── gender_submission.csv ├── predictions │ └── .gitignore ├── test.csv └── train.csv ├── environment.yml ├── img ├── cv.png ├── dec_bound.png ├── decision_tree_titanic_1.pdf ├── decision_tree_titanic_1.png ├── decision_tree_titanic_2.pdf ├── decision_tree_titanic_2.png ├── decision_tree_titanic_3.png └── nytimes.jpg └── solutions ├── 1-titanic_EDA_first_models.ipynb ├── 2-titanic_first_ML-model.ipynb └── 3-titanic_feature_engineering_ML.ipynb /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/datacamp/datacamp_facebook_live_titanic/HEAD/.gitignore -------------------------------------------------------------------------------- /1-titanic_EDA_first_models.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/datacamp/datacamp_facebook_live_titanic/HEAD/1-titanic_EDA_first_models.ipynb -------------------------------------------------------------------------------- /2-titanic_first_ML-model.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/datacamp/datacamp_facebook_live_titanic/HEAD/2-titanic_first_ML-model.ipynb -------------------------------------------------------------------------------- /3-titanic_feature_engineering_ML.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/datacamp/datacamp_facebook_live_titanic/HEAD/3-titanic_feature_engineering_ML.ipynb -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/datacamp/datacamp_facebook_live_titanic/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/datacamp/datacamp_facebook_live_titanic/HEAD/README.md -------------------------------------------------------------------------------- /data/gender_submission.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/datacamp/datacamp_facebook_live_titanic/HEAD/data/gender_submission.csv -------------------------------------------------------------------------------- /data/predictions/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/datacamp/datacamp_facebook_live_titanic/HEAD/data/predictions/.gitignore -------------------------------------------------------------------------------- /data/test.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/datacamp/datacamp_facebook_live_titanic/HEAD/data/test.csv -------------------------------------------------------------------------------- /data/train.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/datacamp/datacamp_facebook_live_titanic/HEAD/data/train.csv -------------------------------------------------------------------------------- /environment.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/datacamp/datacamp_facebook_live_titanic/HEAD/environment.yml -------------------------------------------------------------------------------- /img/cv.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/datacamp/datacamp_facebook_live_titanic/HEAD/img/cv.png -------------------------------------------------------------------------------- /img/dec_bound.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/datacamp/datacamp_facebook_live_titanic/HEAD/img/dec_bound.png -------------------------------------------------------------------------------- /img/decision_tree_titanic_1.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/datacamp/datacamp_facebook_live_titanic/HEAD/img/decision_tree_titanic_1.pdf -------------------------------------------------------------------------------- /img/decision_tree_titanic_1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/datacamp/datacamp_facebook_live_titanic/HEAD/img/decision_tree_titanic_1.png -------------------------------------------------------------------------------- /img/decision_tree_titanic_2.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/datacamp/datacamp_facebook_live_titanic/HEAD/img/decision_tree_titanic_2.pdf -------------------------------------------------------------------------------- /img/decision_tree_titanic_2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/datacamp/datacamp_facebook_live_titanic/HEAD/img/decision_tree_titanic_2.png -------------------------------------------------------------------------------- /img/decision_tree_titanic_3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/datacamp/datacamp_facebook_live_titanic/HEAD/img/decision_tree_titanic_3.png -------------------------------------------------------------------------------- /img/nytimes.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/datacamp/datacamp_facebook_live_titanic/HEAD/img/nytimes.jpg -------------------------------------------------------------------------------- /solutions/1-titanic_EDA_first_models.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/datacamp/datacamp_facebook_live_titanic/HEAD/solutions/1-titanic_EDA_first_models.ipynb -------------------------------------------------------------------------------- /solutions/2-titanic_first_ML-model.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/datacamp/datacamp_facebook_live_titanic/HEAD/solutions/2-titanic_first_ML-model.ipynb -------------------------------------------------------------------------------- /solutions/3-titanic_feature_engineering_ML.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/datacamp/datacamp_facebook_live_titanic/HEAD/solutions/3-titanic_feature_engineering_ML.ipynb --------------------------------------------------------------------------------