Kevin-tati / Spark

Spark

download the titanic desaster train.csv file on kaggle: https://www.kaggle.com/c/titanic/data

Databricks

• Create an account on Databricks: https://community.cloud.databricks.com/login.html

• Create a table and load the previously downloaded dataset

• Create a cluster

• Upload the file in your workspace and choose the cluster you just created

• Run the notebook

Machine learning part

Model use for the predition :

• LogisticRegression
• DecisionTreeClassifier
• RandomForestClassifier
• Gradient-boosted tree classifier
• NaiveBayes
• Support Vector Machine