Introduction to Machine Learning (ML) and foundation for Artificial Intelligence (AI)

TitelZeitOrtDozent
Introduction to Machine Learning (ML) and foundation for Artificial Intelligence (AI)21.09.2026 09:00 - 13:00 (Mo)OnlineDr. Sapna Sharma
Introduction to Machine Learning (ML) and foundation for Artificial Intelligence (AI)22.09.2026 09:00 - 13:00 (Di)OnlineDr. Sapna Sharma
Keywords: 
Data science, statistics, Machine learning
Beschreibung Kursinhalt: 

This module provides an introduction to machine learning (ML) with minimal mathematical complexity. It covers the fundamental concepts of supervised and unsupervised learning, illustrated through examples such as linear regression and clustering methods. The module also explores how these ML techniques form the foundation for applications in artificial intelligence (AI).

Lernziele: 

Some basic understanding about data and clarity about research question? 

Lehrmethoden: 

My style is more towards blended learning and peer-review techniques towards the end of the course. 

Der Kurs ist für Promovierende in folgender Phase geeignet: 

☒ Beginn der Promotion / Beginning of the doctorate
☒ Während der Promotion / During the doctorate
☒ Endphase der Promotion / End of the doctorate

Teilnahmevoraussetzungen: 

Basic statistics

Technische Voraussetzungen: 

Basic knowledge of R
Basic knowledge of Python

Kursvorbereitung: 

No

Kategorie: 
Fachspezifische Veranstaltung
Art der Veranstaltung: 
Seminar/Workshop
Veranstalter: 
Graduate Center of Life Sciences
Verantwortung für Veranstaltung: 
Hauptverantwortung
Durchführung/Format: 
Digital/Online
Sprache: 
EN
Maximale Teilnehmendenzahl: 
12
Minimale Teilnehmendenzahl: 
5
Umfang in Stunden: 
7
Trainer: 
Dr. Sapna Sharma

I am qualified for university level teaching. I understand the psychology and fear of students well and through my training methods help them widen their scientific knowledge.