KDDC 2EN10 - Corporates and data - how to answer your company needs through data ?

KDDC 2EN10 · Spring semester 2025-2026

Language of tuition
English, French
Course type
Cours séminaire
Number of hours
12
Credits
2

Information

Description

This class is not a class to become a data scientist, engineer or analyst. This class will not make you a

guru of machine learning or wizard of technical infrastructures.

This class will provide you with the necessary knowledge and intellectual tools to understand what is

data and how to create value with it. Our primary focus is business value, but we will also grasp the technological, ethical or environmental value of data among other things. For each and every topic, we will introduce a basic and common language to understand data in the specific given context: artificial intelligence, data product, marketing, sales, supply chain, customer satisfaction, environment, public sphere.... We will then move on to concrete examples and applications from a business standpoint. Finally, we will spend some time together (around 30% of the class time on selected lessons) trying to define new approaches and ways to create value or solve problems with data.

Prerequisites

No prerequisites for this class, we’ll start from first data principles to work our way to concrete business implications.

Assessment

30% - Final exam - 30% - Personal exposé - 40% - In-class workshops (4 X 10%

Workload

Preparation for the final exam including mandatory book reading. Preparation of the personal exposé.

Readings

Main readings 1

  1. Everybody Lies - Seth Stephens-Davidowitz

Further readings 3

  1. Quand la machine apprend - Yann Le Cun

  2. Strategize - Roman Pichler

  3. The Phoenix project - Gene Kim

Teaching units

Unit no.Unit type Teaching unitsTeachers Number of hoursCredits
57538Cours séminaire Corporates and data - how to answer your company needs through data ? Arthur DUTHOIT, Sasha BRONNER122

Teachers

  • Arthur DUTHOIT
  • Sasha BRONNER

In the curricula

Contacts and resources

Contact
JEROME Amélie