Skip to main content

CM1001 Applied Machine Learning and Data Mining 7.5 credits

This course deals with how to process and draw conclusions of data through mining and machine learning. The course introduces some theory on machine learning, but focuses mainly on current applied methods.

Choose semester and course offering

Choose semester and course offering to see information from the correct course syllabus and course offering.

Headings with content from the Course syllabus CM1001 (Autumn 2020–) are denoted with an asterisk ( )

Content and learning outcomes

Course contents

No information inserted

Intended learning outcomes

No information inserted

Course disposition

No information inserted

Literature and preparations

Specific prerequisites

Följande slutförda kurser: HF1006, Linjär algebra och analys; HF1012, Matematisk statistik; HI1024 Programmering, grundkurs

Recommended prerequisites

No information inserted

Equipment

No information inserted

Literature

No information inserted

Examination and completion

If the course is discontinued, students may request to be examined during the following two academic years.

Grading scale

A, B, C, D, E, FX, F

Examination

  • LAB1 - Practial assignments, 5.0 credits, grading scale: A, B, C, D, E, FX, F
  • RED1 - Accounting, 2.5 credits, grading scale: P, F

Based on recommendation from KTH’s coordinator for disabilities, the examiner will decide how to adapt an examination for students with documented disability.

The examiner may apply another examination format when re-examining individual students.

Opportunity to complete the requirements via supplementary examination

No information inserted

Opportunity to raise an approved grade via renewed examination

No information inserted

Examiner

Profile picture Jayanth Raghothama

Ethical approach

  • All members of a group are responsible for the group's work.
  • In any assessment, every student shall honestly disclose any help received and sources used.
  • In an oral assessment, every student shall be able to present and answer questions about the entire assignment and solution.

Further information

Course web

Further information about the course can be found on the Course web at the link below. Information on the Course web will later be moved to this site.

Course web CM1001

Offered by

CBH/Biomedical Engineering and Health Systems

Main field of study

Technology

Education cycle

First cycle

Add-on studies

No information inserted