Applied Data Science: Machine Learning

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.

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

Public cible

This course is for anyone who wants to gain the skills and understanding to oversee or implement a project that covers the full data science pipeline, including modelling and evaluation.

CHF 490.- per month