Karlsruhe Institute of TechnologyKarlsruhe Institute of Technology

Lehrveranstaltung

Vorlesung Introduction to Machine Learning

Zurück zur Übersicht
Semester:Wintersemester 2023
Dozenten:Dr. Abdolreza Nazemi;
Termin:Monday 14:00 - 15:30
Ort:Room: 05.20 1C-02
SWS:2

Teilnehmen

Um sich für die Vorlesung einzuschreiben, müssen Sie sich einloggen.

Inhalt

Course Description:

In recent years, the volume, variety, velocity, veracity, and variability of available data have increased due to improvements in computational and storage power. The rise of the Internet has made available large sets of data that allow us to use and merge them for different purposes. Data science helps us to extract knowledge from the continually-increasing large datasets. This course will introduce students to a wide range of machine learning and statistical techniques. Students will learn theory and concepts with real data sets from different disciplines such as finance, marketing, and business.

Literature:

Veranstaltungstermine

Time Inhalt
23.10.2023, 14:00 - 15:30
30.10.2023, 14:00 - 15:30
06.11.2023, 14:00 - 15:30
13.11.2023, 14:00 - 15:30
20.11.2023, 14:00 - 15:30
27.11.2023, 14:00 - 15:30
04.12.2023, 14:00 - 15:30
11.12.2023, 14:00 - 15:30
18.12.2023, 14:00 - 15:30
25.12.2023, 14:00 - 15:30
01.01.2024, 14:00 - 15:30
08.01.2024, 14:00 - 15:30
15.01.2024, 14:00 - 15:30
22.01.2024, 14:00 - 15:30
29.01.2024, 14:00 - 15:30
05.02.2024, 14:00 - 15:30
12.02.2024, 14:00 - 15:30


Vorlesungsmaterialien

Inhalt Autor
Lecture 1 Nazemi, Abdolreza

Lecture 2 Nazemi, Abdolreza

Lecture 3 Nazemi, Abdolreza

Lecture 4 Nazemi, Abdolreza

Lecture 5 Nazemi, Abdolreza

Lecture 6 Nazemi, Abdolreza

Lecture 7 Nazemi, Abdolreza

Lecture 8 Nazemi, Abdolreza

Lecture 9 Nazemi, Abdolreza

Lecture 10 Nazemi, Abdolreza

Lecture 11 Nazemi, Abdolreza

Lecture 12 Nazemi, Abdolreza

Lecture 13 Nazemi, Abdolreza