= Joint Seminar on Machine Learning and Data Management Systems =


|| Date || First meeting: Monday 15.11.2021, 2pm-3pm, '''Presentation: Monday 24.1.2022, 2pm-''' ||
|| Room ||First meeting: Online via Zoom (find a link at the ISIS page: https://isis.tu-berlin.de/course/view.php?id=27634#section-0) , '''Presentation: ONLINE''' ||
|| Trainers || Shinichi Nakajima ||
|| Contact || nakajima@tu-berlin.de ||
|| Credits || 3 ECTS, Elective in the modules "Machine Learning I", "Machine Learning II", and "Cognitive Algorithms" ||


This is a joint research-oriented seminar of machine learning group and data management group. 
Students are required to present a selected topic. 

Example topics are
 * Deep learning
 * Deep generative models
 * Parallel computation
 * Hashing and sketches
 * Auto ML
 * Scalable Bayesian Learning
 * Random features
 * Optimization
 * Stochastic/online methods
 * Ensemble learning
 * Dimensionality reduction/Visualization