This course is eligible

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Prerequisites
A good knowledge of mathematical tools (linear algebra, probability, statistics) and programming (Python).
Upcoming Intakes
31 January, 1, 14 and 15 February 2025
Price
1,950 euros excluding VAT
Location
Paris-Villejuif Campus
Professionnel
16
Links
Presentation
Target Audience
Objectives
Contents
Useful Links
Trainers
Martial HENNIQUE
Admissions Manager

Certification

This module is the second part of the ‘Data Science and Modelling’ certificate . The aim is to learn about and apply the fundamental techniques of machine learning and to assess the impact of such tools within a business.

This qualification can be accrued over a period of 5 years

You can choose to work towards the full qualification gradually over time or to have your additional skills recognised through the VAE.
Info

Find out about the programme’s assessment and teaching methods  

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Performance indicators 2022–2023
Content updated on 19 November 2023
100%
Satisfaction rate
100%
Graduation rate
100%
Degree pass rate

Objectives

This course will provide you with:
  • An in-depth understanding of the fundamentals of machine learning and its business applications
  • A technical understanding of the basics of machine learning
  • Practical experience with machine learning models and their applications to take your business to the next level.
Contents
Module 1
Module 1
Clustering and classification methods

  • An introduction to the fundamentals of machine learning, using clustering (data partitioning) and classification algorithms.

  • The main topics covered in this module are: the Scikit-learn library, clustering and classification methods.

Module 2
Module 2
Regression methods and time series

  • To learn how to use regression and time series analysis methods, and then apply them in a business context.

  • The main topics covered in this module are: regression, time series and data modelling.

Module 3
Module 3
Business applications of time series analysis

  • Experience with time series methods to solve a business problem using machine learning.

  • The main topics covered in this module are: data modelling and time series analysis using Scikit-learn.

Click below to view the details of this certificate on the CPF funding website

Moncompteformation.gouv