Fundamentals of Big Data Analytics

Lecturer: Priv.-Doz. Dr.-Ing. habil. Gholamreza Alirezaei

Lecture Index

  • Multivariate distributions
  • Dimensionality reduction (principal component analysis, multidimensional scaling)
  • Classification and clustering (discriminant analysis, k-means clustering)
  • Support vector machines
  • Machine learning
  • Community detection
  • Compressed Sensing

Further information lecture: RWTHonline

Further information exercise: RWTHonline