Applied Data Science: Machine Learning
Diplôme / certificat de l’institution de formation
Ecole polytechnique fédérale de Lausanne (EPFL) > EPFL Extension School
- Lieu de formation
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A distance
- Langue d'enseignement
-
anglais
- Type de formation
-
Formation continue: formations longues
- Modalités temporelles
-
À la carte
- Thèmes de formation
-
Études et formations en informatique
- Swissdoc
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7.566.2.0 - 7.563.2.0
Mise à jour 10.05.2021
Description
Description de la formation
Objectifs
- Give the students hands-on experience in one of the hottest areas of data science
- Learn techniques and tools for data acquisition, transformation and predictive analysis, ensuring having a solid foundation in working with the entire data pipeline
15 ECTS credits will be awarded to learners who successfully complete the program.
Plan de la formation
The program includes four certified courses and a customizable capstone project:
- Introduction to Data Analysis with Python
- Applied Data Analysis
- Applied Machine Learning 1
- Applied Machine Learning 2
- Capstone Project
Admission
Conditions d’admission
This course is taught at intermediate level. The students should have the following skills and abilities prior to registering for this course:
- English at B2 level
- A computer with a webcam, microphone and a minimum internet connection of 2Mbps download / 512kbps upload, enabling you to stream videos with sound and to effectively participate in video chats
- Basic understanding of algebra, geometry, calculus (derivatives), probability and statistics
- Familiarity with computer environments (what is a program, file system, file formats, terminal, programming language library)
- Prior experience with any programming language
Lien sur l'admission
Coûts
CHF 490.- per month
Diplôme
- Diplôme / certificat de l’institution de formation
Learners who successfully complete the program earn an EPFL COS (Certificate of Open Studies) Diploma.
Infos pratiques
Lieu / adresse
-
A distance
Déroulement temporel
Début des cours
We enroll learners in this course on a rolling basis.
Durée de la formation
450 hours.
Self-paced, online learning.
Learners will move through the coursework most easily when they can commit to a minimum of 5-10 hours per week.
Modalités temporelles
- À la carte
Langue d’enseignement
- anglais
Liens
Institution 1
Ecole polytechnique fédérale de Lausanne (EPFL)
1015 Lausanne
Tél.: +41 (0)21 693 11 11
URL:
www.epfl.ch/
Autres informations
EPFL Extension School
EPFL Innovation Park, Building E
1015 Lausanne
URL:
www.extensionschool.ch/