Karlsruhe Institute of TechnologyKarlsruhe Institute of Technology

Course

Vorlesung Introduction to Machine Learning

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Semester:Winter Term 2022
Lecturer:Dr. Abdolreza Nazemi;
Appointment:Monday 14:00 - 15:30
Location:Geb. 05.20, Room 1C-02
SWS:2

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Content

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:

Course dates

Time Content
10/24/2022, 14:00 - 15:30
10/31/2022, 14:00 - 15:30
11/07/2022, 14:00 - 15:30
11/14/2022, 14:00 - 15:30
11/21/2022, 14:00 - 15:30
11/28/2022, 14:00 - 15:30
12/05/2022, 14:00 - 15:30
12/12/2022, 14:00 - 15:30
12/19/2022, 14:00 - 15:30
12/26/2022, 14:00 - 15:30
01/02/2023, 14:00 - 15:30
01/09/2023, 14:00 - 15:30
01/16/2023, 14:00 - 15:30
01/23/2023, 14:00 - 15:30
01/30/2023, 14:00 - 15:30
02/06/2023, 14:00 - 15:30
02/13/2023, 14:00 - 15:30


Course material

Content Author
Lecture 2 Nazemi, Abdolreza

Lecture 1 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

Lecture 11 Nazemi, Abdolreza