CS-E407501 - Special Course in Machine Learning, Data Science and Artificial Intelligence D: Elements of Causal Inference, Lectures, 13.9.2021-10.12.2021

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Please note! Course description is confirmed for two academic years, which means that in general, e.g. Learning outcomes, assessment methods and key content stays unchanged. However, via course syllabus, it is possible to specify or change the course execution in each realization of the course, such as how the contact sessions are organized, assessment methods weighted or materials used.

LEARNING OUTCOMES

Credits: 10

Schedule: 13.09.2021 - 10.12.2021

Teacher in charge (valid for whole curriculum period):

Teacher in charge (applies in this implementation): Pekka Marttinen

Contact information for the course (applies in this implementation):

CEFR level (valid for whole curriculum period):

Language of instruction and studies (applies in this implementation):

Teaching language: English. Languages of study attainment: English

CONTENT, ASSESSMENT AND WORKLOAD

Content

  • valid for whole curriculum period:

    The contents and implementation of the course vary, it can be lectured or arranged in seminar form.

Assessment Methods and Criteria

  • valid for whole curriculum period:

    To be specified at the start of the course.

DETAILS

Study Material

  • valid for whole curriculum period:

    Usually some new book or collection of articles.

Substitutes for Courses
Prerequisites

FURTHER INFORMATION

Further Information

  • valid for whole curriculum period:

    The contents of the course vary.

    Teaching Period:

    2020-2021 Autumn I-Summer

    2021-2022 Autumn I-Summer

    Course Homepage: https://mycourses.aalto.fi/course/search.php?search=CS-E407501

    Registration for Courses: In the academic year 2021-2022, registration for courses will take place on Sisu (sisu.aalto.fi) instead of WebOodi.

Rules of Conduct - Students´ Rights and Responsibilities (in force from 1 August 2020)

Aalto University Code of Academic Integrity and Handling Violations Thereof