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Foundations of Data Science

Diplom / Zertifikat des Anbieters

Ecole polytechnique fédérale de Lausanne (EPFL)

Kategorien
Ausbildungsort

Fernunterricht

Unterrichtssprache

Englisch

Ausbildungstyp

Weiterbildung: Kurse

Zeitliche Beanspruchung

Frei wählbar

Ausbildungsthemen

Büroanwendungen und Einführung in die Informatik - Technische Anwendungen, Programmierung, IT-Management

Swissdoc

9.566.3.0 - 9.563.5.0

Aktualisiert 05.11.2024

Beschreibung

Beschreibung des Angebots

Objectif

Provide the students with essential knowledge, vocabulary and skills for data management and communication.

Aufbau der Ausbildung

  • 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

Voraussetzungen

Zulassung

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.

Kosten

CHF 390.- per month

Abschluss

  • Diplom / Zertifikat des Anbieters

Praktische Hinweise

Ort / Adresse

  • Fernunterricht

Zeitlicher Ablauf

Beginn

We enroll learners in this course on a rolling basis.

Dauer

150 hours.
Self-paced, online learning.

Zeitliche Beanspruchung

  • Frei wählbar

Unterrichtssprache

  • Englisch

Links

berufsberatung.ch