Skip to main content
Skip header

Fundamentals of Machine Learning

Study information system (EDISON)

Lectures

Study material From academic year Language File type Size
00 Course overview   2024/2025 english pdf 47 KiB
01 Motivations   2024/2025 english pdf 5 MiB
02 Data and their properties   2024/2025 english pdf 4 MiB
03 Statistial Data Properties   2024/2025 english pdf 556 KiB
04 Clustering   2024/2025 english pdf 384 KiB
05 Knowledge Representation   2024/2025 english pdf 543 KiB
06 Classification   2024/2025 english pdf 5 MiB
07 Evaluation Metrics for Machine Learning   2024/2025 english pdf 670 KiB
08 Regression and Neural Networks   2024/2025 english pdf 966 KiB
09 Data Transformation   2024/2025 english pdf 869 KiB

Tutorials

Study material From academic year Language File type Size
00 Course overview   2024/2025 english pdf 47 KiB
01 Motivations   2024/2025 english pdf 5 MiB
02 Data and their properties   2024/2025 english pdf 4 MiB
03 Statistial Data Properties   2024/2025 english pdf 556 KiB
04 Clustering   2024/2025 english pdf 384 KiB
05 Knowledge Representation   2024/2025 english pdf 543 KiB
06 Classification   2024/2025 english pdf 5 MiB
07 Evaluation Metrics for Machine Learning   2024/2025 english pdf 670 KiB
08 Regression and Neural Networks   2024/2025 english pdf 966 KiB
09 Data Transformation   2024/2025 english pdf 869 KiB