CMSP - Special Series of Talks @ICTP Stasi on 6 and 7 November: Alessandro LAIO

[CM Section]

CMSP SPECIAL SERIES OF LECTURES

at ICTP, Stasi Seminar Room, first floor Leonardo building
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Speaker: Alessandro LAIO (SISSA, ICTP)

"An Introduction to Data Analysis Techniques for Dimensional
Reduction and Classification"

Topics:
- Dimensionality Reduction: Principal component analysis, Local
     Linear Embedding and ISOMAP
- Intrinsic Dimensionality of a Data Set
- Parametric and Non-Parametric Density Estimators
- Clustering: k-means, Hierarchical Clustering, Density-based Clustering


Monday 6 November at 2:00 p.m. - Data Science Part I

Tuesday 7 November at 11:00 a.m. - Data Science Part II