Machine-Learning-pipeline-for-classification-problem

I have tried to explain the workflow for the titanic survival categorical problem with the help of SQL in R, Data Visualisation, Data Structuring, Feature Engineering, supervised ML models, Result analysis (ROC, AUC), Prediction/submission

Workflow

Acquire training and testing data

Data visualization

cleanse the data

Analyze

Model

predict

Results assessment

final solution/submit the results.