KTH Master's Admission Autumn 2026

Master's Programme in Machine Learning

 

We recommend you to fill in this form using a desktop/laptop computer, if available. Tablets and mobiles work as well, but are less convenient. Compulsory questions are marked with an asterisk.

Please note that you will not receive any confirmation by email when submitting the form, but you will have the possibility to download a PDF copy of all your responses, after the submission.

Unfortunately, there is no possibility to save a half-filled form and resume later, and the data you entered may get lost if you for example reload the page. Therefore, please look through all the questions in advance and make sure that you have all necessary information available before filling the form. 

1. Personal details of applicant

*1.1 Family name

Your family name as stated in your application at universityadmissions.se.

This question is compulsory

*1.2 First name / Given name

Your given name as stated in your application at universityadmissions.se.

This question is compulsory

*1.3 Date of birth of applicant in the format YYYYMMDD

For example, birth date 14 September 1987 must be written 19870914 

This question is compulsory

*1.4 Application number at www.universityadmissions.se

You receive your application number at universityadmissions.se when you submit your application. 

This question is compulsory

*1.5 E-mail address

Submit the same E-mail address as stated in your application at universityadmissions.se.

Invalid e-mail addressThis question is compulsory

2. Proficiency in English

*2.1 Proof of proficiency in English is based on

This question is compulsory

3. Bachelor's degree (or comparable qualification) of applicant

If you have multiple degrees, state the bachelor's degree most relevant to this application here. 

Competence shown by other means than a formal Bachelor's degree

*3.1 Name of the country where the bachelor's degree is issued or will be issued

This question is compulsory

*3.2 Full name of the university where the bachelor's degree is issued or will be issued at

Use the search functionality by typing in part of the (English) name of your university.

This question is compulsory

*3.3 Major subject of bachelor's degree (or ongoing degree)

Choose the subject that lies closest to what you have studied from the list. If your major has a broad scope (for example Engineering or Natural sciences), indicate instead your minor or your specialization. 

This question is compulsory

*3.4 Full title of bachelor's degree (or ongoing degree) 

This question is compulsory

*3.5 Date of graduation or expected date of graduation

(If you degree is older than 10 years, please type in the date by hand in the requested format, since there are some limitations in the graphical date selection function).

Invalid value, date must be in format: dd/mm/yyyyThis question is compulsory

4. Overall study performance (Bachelor's degree) 

*4.1 Number of credits equivalent to one year of full-time studies

Use the credit system at your home university. For example, if the total number of credits required for graduation is 128 and the programme duration is 4 years, the number of credits equivalent to one year of full-time studies is 32 credits. 

This question is compulsory

ECTS Credits

For the below questions you must convert the credits into the ECTS credit scale. ECTS stands for the European Credit Transfer and Accumulation System, where 60 ECTS credits corresponds to one full year of studies. If your home university does not offer an official conversion of your credits into ECTS credits, estimate the corresponding ECTS credits for each of your courses through the following formula: 


ECTS credits for course Y = 60 x (credits for course Y at your home university) / ( Number of credits equivalent to one year of full-time studies). 

Example: A course from an Indian university has 5 local credit points. The total number of credit points per year stated in the transcript is 32. Then the equivalent ECTS is 60*5/32 = 9.4 ECTS. 

For your convenience, we provide a simple ECTS credits calculator (the link opens in a new window). 

*4.2 ECTS credits in total required for your bachelor's degree

This question is compulsory

*4.3 ECTS credits passed so far

This question is compulsory

*4.4 Your local grading system

The local grading system is predominately based on ...

• If both numeric and letter grades are used in parallel, please specify the numeric scale here and use that consequently in the questions below.

• If you have been assessed through several different grading systems, please choose the most predominant grading system here and only use data from that grading system when answering the questions below

This question is compulsory

*4.6 Lowest passing grade for obtaining the degree

At some universities, there are additional requirements that the average grade must be higher than a certain value to obtain a bachelor's degree. Which is the lowest average grade that is required at your university to obtain the bachelor's degree?

This question is compulsory

*4.7 Grounds for GPA calculation

Is there an official calculation of an overall grade point average (usually referred to as GPA or simply CGPA) at the certificate issued by your university?

This question is compulsory

4.8 Relative performance

Convert your GPA into a relative percentage value using the following formula:

Relative performance = 50 + 50*(GPA from 4.7.1 - lowest grade for degree from 4.6) / (Highest grade from 4.5 - lowest grade for degree from 4.6)


Check: Your calculation should lead to a numeric value in the range [50...100]

4.9 Additional information concerning grading systems

If a significant amount of your credits (>10%) uses a different grading system than specifed above (for example if you have been on exchange studies or if your university has changed grading system during your bachelor studies), please specify university and number of credits that have not been included in the calculations done above.

Invalid value, it may not contain more than 1000 characters

5. Eligibility for the programme

Here, you supply information that is required to assess if you fulfill  the specific requirements for admission to the programme.

Instruction

In the questions below, we ask you to list courses corresponding to the different specific requirements.

Only list courses that are clearly relevant. For each course, provide the following 5 pieces of information: 1) course code, 2) course name, 3) the number of local credits of the course, 4) your local grade for the course, 5) the URL to the official English course description.

If the course descriptions are not available on-line, please instead upload copies at universityadmissions.se and leave the corresponding field empty.

If you are asked to convert your local credits to ECTS credits, we provide a simple ECTS credits calculator (the link opens in a new window)

You can list one, or up to three courses for each requirement, as needed to fulfill that requirement. More is not better; relevance to the specific requirement is important.

5.1 ​Courses in Algebra and Geometry

For reference, you should have a course or courses in large part equivalent to the course contents and learning outcomes of this KTH course: 

SF1624 Algebra and Geometry (the link opens in a new window)

*5.1.1 Courses in Algebra and Geometry

List your mathematics courses in algebra and geometry.

 Course codeCourse nameLocal creditsLocal gradeURL to course description
Course 1
Course 2
Course 3

*5.1.2 Total number of ECTS credits in Algebra and Geometry

Convert the total number of local credits that you listed above into ECTS credits.

This question is compulsory

5.2 Courses in Single Variable Calculus

For reference, you should have a course or courses in large part equivalent to the course contents and learning outcomes of this KTH course: 


SF1625 Calculus in One Variable (the link opens in a new window)

*5.2.1 Courses in Single Variable Calculus

List your mathematics courses single variable calculus

 Course codeCourse nameLocal creditsLocal gradeURL to course description
Course 1
Course 2
Course 3

*5.2.2 Total number of ECTS credits in Single Variable Calculus

Convert the total number of local credits that you listed above into ECTS credits.

This question is compulsory

5.3 Courses in Multivariable Calculus

For reference, you should have a course or courses in large part equivalent to the course contents and learning outcomes of this KTH course: 

SF1626 Calculus in Several Variables (the link opens in a new window)

*5.3.1 Courses in Multivariable Calculus

List your mathematics courses in multivariable calculus

 Course codeCourse nameLocal creditsLocal gradeURL to course description
Course 1
Course 2
Course 3

*5.3.2 Total number of ECTS credits in Multivariable Calculus

Convert the total number of local credits that you listed above into ECTS credits.

This question is compulsory

5.4 courses in Probability Theory and Statistics

For reference, you should have a course or courses in large part equivalent to the course contents and learning outcomes of this KTH course: 

SF1920 Probability Theory and Statistics (the link opens in a new window)

*5.4.1 Courses in Probability Theory and Statistics

List your mathematics courses in probability theory and statistics

 Course codeCourse nameLocal creditsLocal gradeURL to course description
Course 1
Course 2
Course 3

*5.4.2 Total number of ECTS credits in Probability Theory and Statistics

Convert the total number of local credits that you listed above into ECTS credits.

This question is compulsory

5.5 Courses in Programming

For reference, you should have a course or courses in large part equivalent to the course contents and learning outcomes of this KTH course: 

DD1337 Programming (the link opens in a new window)

*5.5.1 Courses in Programming

List your courses in programming.

 Course codeCourse nameLocal creditsLocal gradeURL to course description
Course 1
Course 2
Course 3

*5.5.2 Total number of ECTS credits in Programming

Convert the total number of local credits that you listed above into ECTS credits.

This question is compulsory

5.6 Courses in Algorithms and Data Structures

For reference, you should have a course or courses in large part equivalent to the course contents and learning outcomes of this KTH course: 

DD1338 Algorithms and Data Structures (the link opens in a new window)

*5.6.1 Courses in Algorithms and Data Structures

List your courses in Algorithms and Data Structures

 Course codeCourse nameLocal creditsLocal gradeURL to course description
Course 1
Course 2
Course 3

*5.6.2 Total number of ECTS credits in Algorithms and Data Structures

Convert the total number of local credits that you listed above into ECTS credits.

This question is compulsory

5.7 Additional information you want to add concerning the specific eligibility (not required)

In most cases, you should leave this field blank.

However, if the eligibility for the programme you apply to at KTH depends on other documents than your Bachelor's degree, please upload additional, and attested documents at universityadmissions.se. This holds for the following two cases:

1. You have courses not included in your Bachelor's degree that are relevant for the eligibility asked for in Section 5.
2. You have another type of formal recognition of previous learning than a Bachelor's degree.

In these cases, please leave a short account on what type of additional documents that have been uploaded. Note that all these documents must be formally attested by a representative of an authoritative body to be valid for your application.

Invalid value, it may not contain more than 1000 characters

6. Additional information for selection

Here you can supply additional information (that has not asked for before) that will be used to rank the candidates.

*6.1 Letter of motivation 

I have uploaded my letter of motivation with my application to universityadmissions.se 

This question is compulsory

*6.2 Recommendation letters 

I have uploaded a maximum of 2 recommendation letters with my application to universityadmissions.se 

This question is compulsory

7. Extracurricular and work experience

In this section, you may add additional information that may be relevant to your application, but is not required for eligibility to the programme.

7.1 Extracurricular and work experience (not required)

In this section, you may add brief details that may be relevant to your application, such as:

Another degree you have completed (are completing) that is relevant to this application (degree name, subject, university, grade average),
Academic awards,
Relevant coding projects/experience,
Relevant publications or
Relevant work experience
Additional comments relevant to the information you have provided in this summary sheet

Do not cut and paste your CV, letter of motivation, etc, here; we will obtain these from the official application at universityadmissions.se.

Maximum 1000 characters.

Invalid value, it may not contain more than 1000 characters

8. Confirmation of your answers

*8.1 Confirmation of your answers

This question is compulsory

*8.2 Data handling

By submitting this form, you consent to KTH processing and storing submitted personal data according to the information on the page KTH’s processing of personal data via web form.

This question is compulsory

9. Feedback

KTH is constantly improving the services for applicants to our Master’s programmes. We would be very grateful if you could share your experiences about filling in this Summary sheet with us. 

9.1 How do you rate the clarity of the Summary sheet you just filled in?

9.2 What do you think can be improved?
Invalid value, it may not contain more than 1000 characters