Search
Choose your language
INSA Lyon
Education
Research
Business Services
International
Campus
Discover INSA LYON
Governance
Ecosystem
INSA Lyon and SD
Working at INSA Lyon
HRS4R process : HR Policy for researcher
Jobs offer
Public contracts
Become an engineer
Education catalog
Les Humanités
Engineer Entrepreneur Programme (FIE)
Double degree
Follow lectures in English
PhD studies
Research Department
Excellence in Research
The INSA Lyon Chairs
Laboratories and Platforms
Research projects
Air Research Workshops
Capp'Recherche
PhD Studies
Research Valorisation and Transfer
Knowledge dissemination
Partnership & Sponsorship
Taxe d'apprentissage
Recruter (stages et emplois)
Contributing to the training
Services & Expertises
Develop your skills
International Policy
International Relations Office
Partner Institutions
Come study at INSA Lyon
Outgoing Mobility
Ambassadeur international
Academic Schedule 2024-2025
LyonTech and Oyonnax campuses
Include campus
Scholarships and Student Aid
Association life
Citizen engineer
Cultural service
Health and social
Jobs & Espace Carrières
Sporting life
Recherche par formation
You are here
Home
Formation
Education offer
Grades
ING/IFA
Parcours
Recherche par formation
Search by courses
Search by formation
INFORMATIQUE APPRENTISSAGE
Parcours Standard - Année 5 - Semestre 1
Type
Libellé
Language
[?]
Hours
[?]
ECTS
Course unit : Management of innovation and uses (IF-5-UE-MAN)
5
Mandatory
IF-5-S1-EC-MAN-HU - Team management
fr
24
1
choice of
HU-SHS-OPTION39-S1 - Sciences Humaines pour Ingénieurs en Formation à la Transition
fr
40
2
choice of
HU-SHS-OPTION47-S1 - Héroïsme
fr
40
2
choice of
HU-SHS-OPTION50-S1 - Travailler ensemble
fr
40
2
choice of
HU-SHS-OPTION51-S1 - Penser autrement
fr
40
2
choice of
HU-SHS-OPTION53-S1 - Mythes au logis
fr
40
2
choice of
HU-SHS-OPTION52-S1 - Le marketing BtoB ou la science de l'adaptation de l'entreprise au marché
fr
40
2
choice of
HU-SHS-OPTION04-S1ii - The Economy of Globalisation
fr
60
2
choice of
HU-SHS-OPTION29-S1 - Perspectives in Management
fr
40
2
choice of
HU-SHS-OPTION22-S1 - What do we Expect from the World of Work?
fr
40
2
choice of
HU-SHS-OPTION05-S1 - Le genre en jeu
fr
22
2
choice of
HU-SHS-OPTION18-S1 - Influence and Manipulation
fr
40
2
choice of
HU-SHS-OPTION38-S1 - Nos Futurs! La fin du monde n'aura pas lieu
fr
40
2
Course unit : Scientific Common Core (IF-5-UE-TCS)
4
Mandatory
IF-5-S1-EC-TCS1 - Experimentation and Experimental Validation
fr
46
2
Mandatory
IF-5-S1-EC-TCS2 - Modelisation and systems simulation
fr
42
2
Course unit : Scientifical and Technical Synthesis (IF-5-PSAT)
7
Mandatory
IF-5-S1-EC-PSAT - Scientifical and Technical Synthesis
fr
118
7
Course unit : Thematic offers (IF-5-UE-OT)
12
choice of
IF-5-S1-EC-OT1 - Programming infrastructure and paradigms for Big Data
fr
128
6
choice of
IF-5-S1-EC-OT2 - Machine Learning and Data Analytics
en
128
6
choice of
IF-5-S1-EC-OT3 - Privacy
fr
200
6
choice of
IF-5-S1-EC-OT4 - Blockchain
en
128
6
choice of
IF-5-S1-EC-OT5 - Parallel and GPU computing
fr
128
6
choice of
IF-5-S1-EC-OT6 - Cloud Computing for Distributed Big Data Applications
en
128
6
choice of
IF-5-S1-EC-OT7 - Foundation of data engineering
en
96
6
choice of
IF-5-S1-EC-OT8 - Natural Language Processing
en
96
6
choice of
IF-5-S1-EC-OT9 - Cyber Security
en
128
6
Course unit : Enterprise and International Seminars (IF-5-UE-SEM-EI)
1
Mandatory
IF-5-S1-EC-SEM-EI - Industrial and International Seminar
fr
18
1
Course unit : Sport (IF-5-UE-SPORT)
1
Mandatory
CDS-5-S1-EC-EPS - Sports
fr
21
1
