Soufiane est consultant Data Scientist à Xebia France (désormais Publicis Sapient Engineering). Il participe à la réalisation de projets Data Science de bout en bout, depuis l’analyse du besoin jusqu’à la mise en production de solutions de machine learning..
You have built a great predictive model in your Jupyter Notebook environment. The clients are satisfied with the results and they want you to deploy it. And now... you realize that it’s one thing to build a model on your laptop and it’s a whole other thing to run it in a production environment. In this presentation, I will present you a journey of a Data Scientist towards model deployment through planning, using the right tools and working with a cross-functional team to safely navigate to “production shore”.