TU Berlin

Methods of Artificial IntelligenceWinter term 2019/20

Page Content

to Navigation

Winter Term 2019/20

Artificial Intelligence: Basics and Applications

Content of the course An introduction to fundamental terms and methods of artificial intelligence. Main topics:

  • Problem solving
  • Constraintsystems
  • Planning
  • Inference in predicate logic
  • Agents
  • Neural networks
  • Reinforcement learning
  • Bayesian inference
  • Bayesian networks


Literature

Requirements

  • Knowdlege of all compulsory modules of the basis courses of the bachelor in computer science is required, especially the courses MPGI, TheGI and math or equivalent courses.
When and where


day
time
place




Monday
16:00 - 18:00
H 1028
lecture



Wednesday
Friday
Friday
16:00 - 18:00
12:00 - 14:00
14:00 - 16:00
EW 202
MA 042
A 151


exercise

starting
14th October 2019
















LV 3435 L701 basic lecture in Artificial Intelligence - 6LP -. This course is corporately organized by the institutes AOT (Prof. Albayrak) and KI (Prof. Opper). The first part of the course (until December) will be held by AOT.
This course is avaible online via ISIS. Please enroll there for further information!

    Projects in Machine Learning and Artificial Intelligence

    Content of the course The projects should allow students to develop an understanding of recent (mostly probabilistic) ideas and techniques in the research areas of Machine Learning and Artificial Intelligence. Projects will be based mainly on original literature (research papers or textbook contributions, usually written in English) and might come from areas such as reinforcement learning, active learning, probabilistic ICA and Bayesian learning of dynamical systems. Assessment of the projects will be based on a written project report and a seminar presentation (in German or English).

    When and where
    day
    time
    place
    Thursday
    16:00 - 18:00
    H 2033
    starting
    24th October 2019

     

    This course is part of module PJ Stat. Methoden - 9LP - . For online registration via ISIS - please enroll here!

     

     

    Anwendungen der Künstlichen Intelligenz

    Content of the course The seminar gives a practical overview of application of algorithms in Artificial Intelligence. It is meant to be an additional course to the lecture and exercise Künstliche Intelligenz: Grundlagen und Anwendungen.

    When and where
    day
    time
    place
    Wednesday
    14:00 - 16:00
    MAR 4.063
    starting
    17th October 2018

    Lecturer: Dr. Andreas Ruttor,   LV 3435 L722 seminar in Artificial Intelligence. It is part of module 3945, KI: Grundlagen, Anwendungen und Seminar - 3LP -. This course is avaible online via ISIS. Please enroll there for further information. 

    Navigation

    Quick Access

    Schnellnavigation zur Seite über Nummerneingabe