How to create processing workflows¶

This guide will allow you to evaluate your strategy to create your jobs within your projects by use cases

Usecase 1: titanic¶

• usecase 1a: k-nearest neighbors (k-NN) model in python
  • Objective: prediction on the survival of the Titanic passengers
  • Resources: https://www.kaggle.com/c/titanic/overview/
  • Technique: machine learning
  • Tools used : scikit-learn, python library minio
• usecase 1b: selective extraction by S3 SELECT
  • Objective: retrieve the number of surviving passengers of the Titanic who embarked at Cherbourg
  • Technique: S3 SELECT
  • Tools used : python library boto3

Guide: the steps