Foundations of Data Science
Diplôme / certificat de l’institution de formation
Ecole polytechnique fédérale de Lausanne (EPFL)
- Lieu de formation
-
A distance
- Langue d'enseignement
-
anglais
- Type de formation
-
Formation continue: cours
- Modalités temporelles
-
À la carte
- Thèmes de formation
-
Applications bureautiques et introduction à l‘informatique - Applications techniques, programmation, gestion informatique
- Swissdoc
-
9.566.3.0 - 9.563.5.0
Mise à jour 01.05.2023
Description
Description de la formation
Objectif
Provide the students with essential knowledge, vocabulary and skills for data management and communication.
Plan de la formation
- What is Data: Learn about data types, structures and frameworks
- Interacting with Data: Understanding how data is used and how to use data
- Where Data comes from: The processes for acquiring and sharing Data
- Storing & Structuring Data: Working with different types of databases and data sets
- Cleaning Data: Working with messy or incomplete data sets
- Analyzing Data: Gaining insights with data science techniques and tools
- Visualizing Data: Best practices and tools for data visualization and presentation
- Machine Learning & Artificial Intelligence: How data is used by machines
- Working as a Data Scientist: What do data scientists really do?
- Data & Society: Ethics and the uses of data in society
Admission
Conditions d’admission
This course is taught at the beginner-level. Students should have the following tools, skills and abilities prior to registering for this course:
- English at B1 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
Public cible
Foundations of Data Science is for those who work with both structured—spreadsheets and data tables—and unstructured data and who need to understand how to automate data to gain insights, contribute to strategic discussions and make data-driven decisions.
Lien sur l'admission
Coûts
CHF 390.- per month
Diplôme
- Diplôme / certificat de l’institution de formation
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
150 hours.
Self-paced, online learning.
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
Mobile: +41 (0)21 695 51 46
E-mail:
URL:
www.extensionschool.ch/