This repository was created to show the workshop for "Switch Fb developer circle", which is going to take place on 05-08-2017.
Títle: "Proceso CRISP-DM aplicado a la predicción de la diabetes mellitus con datasets públicos"
The content of the workshop is divided into two stages:
1.-The CRISP-DM and BAB process.
2.-Scrum Agile and how to mix it with Data Science from my experience
2.-Explanation of the problem to solve, structure and problems that we face in the dataset.
1.-Understanding and characterization of the data.
2.-EDA for the Data Understanding
3.-Data preparation
4.-Application of logistic,GridSearch algortihm and Random Forest models
5.-Performance analysis
6.-Conclusions
In the future: TBD according to the feedback of the first audience in the Dev Circle Ago/2017 in SCL-CL
the force be with you