The spring semester 2021 will certainly take place online until Easter. Exceptions: Courses that can only be carried out with on-site presence. Please note the information provided by the lecturers.

Isabelle Flückiger: Catalogue data in Autumn Semester 2019

Name Dr. Isabelle Flückiger
Address
Igelweid 11
5607 Hägglingen
SWITZERLAND
Telephone079 530 52 97
E-mailisabelle.flueckiger@math.ethz.ch
DepartmentMathematics
RelationshipLecturer

NumberTitleECTSHoursLecturers
401-4633-00LData Analytics in Organisations and Business5 credits2V + 1UI. Flückiger
AbstractOn the end-to-end process of data analytics in organisations & business and how to transform data into insights for fact based decisions. Presentation of the process from the beginning with framing the business problem to presenting the results and making decisions by the use of data analytics. For each topic case studies from the financial service, healthcare and retail sectors will be presented.
ObjectiveThe goal of this course is to give the students the understanding of the data analytics process in the business world, with special focus on the skills and techniques used besides the technical skills. The student will become familiar with the "business language", current problems and thinking in organisations and business and tools used.
ContentFraming the Business Problem
Framing the Analytics Problem
Data
Methodology
Model Building
Deployment
Model Lifecycle
Soft Skills for the Statistical/Mathematical Professional
Lecture notesLecture Notes will be available.
Prerequisites / NoticePrerequisites: Basic statistics and probability theory and regression