How to model using Machine Learning techniques?

Machine Learning offers a wide range of powerful prediction tools, such as neural networks or decision trees. This course aims at providing the methodological bases to take advantage of the different types of most commonly used models from diverse data.


  • Learn how to prepare a set of data.
  • Learn, understand and use the different families of predictive models.
  • Learn how to evaluate the performance of a predictive model.


  • Knowledge of mathematics and probability.
  • Knowledge of Python recommended.


  • R&D Engineer
  • Design Office Engineer
  • Operational Safety Engineer.

Upcoming sessions

  • June 3-4, 2021
  • December 2-3, 2021


18/20 Boulevard Reuilly, 75012, Paris ; Métro Dugommier


Fabien Taghon


Introduction to data analysis with python

Reading of a dataset

Cleanup and preparation of a dataset

Regression and classification models

Introduction to the most common models

  • Lasso and Ridge Linear Regressions
  • Logistic regression
  • K nearest neighbors algorithm
  • Decision trees
  • Neural networks

Practice with Python


Application form

Do not hesitate to register or to ask for more information. Customized training can also be offered. The location of the training is subject to change. Most of our courses can be conducted online. Once you have sent your registration request, one of our trainers will contact you to specify your needs and adapt the training.


    The following information is retrieved for the following purpose: management of the commercial relationship.
    Phimeca undertakes to comply with the regulations in force applicable to the processing of personal data and, in particular, Regulation (EU) 2016/679 of the European Parliament of 27 April 2016 applicable from 25 May 2018 (the “European Data Protection Regulation” or GDPR).
    You have the right of withdrawal and can write to

    Note: The form may return an error during submission. Accepting all cookies when asked can solve this problem.

    Phimeca Clermont-Ferrand

    Centre d’affaires du Zénith

    34 rue de Sarliève

    F-63800 Cournon-Auvergne

    Phone: +(0)33 4 73 28 93 66

    Phimeca Paris

    18/20 boulevard de Reuilly

    F-75012 Paris


    Phone: +(0)33 1 58 51 18 02

    Phimeca Annecy

    Pépinière Galileo

    178 route de Cran-Gevrier

    74650 Chavanod


    Phone: +(0)33 6 07 55 15 63

    Phimeca Lyon

    191 cours Lafayette

    69006 Lyon


    Phone: +(0)33 6 80 83 59 29