Introduction to Machine Learning
Course, Bachelor's level, 1DL034
Spring 2024 Spring 2024, Uppsala, 33%, On-campus, English
- Location
- Uppsala
- Pace of study
- 33%
- Teaching form
- On-campus
- Instructional time
- Daytime
- Study period
- 15 January 2024–17 March 2024
- Language of instruction
- English
- Entry requirements
-
60 credits of which 15 credits in mathematics including Probability and Statistics DV and Linear Algebra and Geometry I, and 30 credits in computer science including a second course in programming and an introduction to scientific computing or numerical methods.
- Selection
-
Higher education credits in science and engineering (maximum 240 credits)
- Fees
-
If you are not a citizen of a European Union (EU) or European Economic Area (EEA) country, or Switzerland, you are required to pay application and tuition fees.
- Application fee: SEK 900
- First tuition fee instalment: SEK 10,833
- Total tuition fee: SEK 10,833
- Application deadline
- 16 October 2023
- Application code
- UU-61027
Admitted or on the waiting list?
- Registration period
- 15 December 2023–22 January 2024
- Information on registration
Spring 2024 Spring 2024, Uppsala, 33%, On-campus, English For exchange students
- Location
- Uppsala
- Pace of study
- 33%
- Teaching form
- On-campus
- Instructional time
- Daytime
- Study period
- 15 January 2024–17 March 2024
- Language of instruction
- English
- Entry requirements
-
60 credits of which 15 credits in mathematics including Probability and Statistics DV and Linear Algebra and Geometry I, and 30 credits in computer science including a second course in programming and an introduction to scientific computing or numerical methods.
Admitted or on the waiting list?
- Registration period
- 15 December 2023–22 January 2024
- Information on registration
Spring 2025 Spring 2025, Uppsala, 33%, On-campus, English
- Location
- Uppsala
- Pace of study
- 33%
- Teaching form
- On-campus
- Instructional time
- Daytime
- Study period
- 20 January 2025–23 March 2025
- Language of instruction
- English
- Entry requirements
-
60 credits of which 15 credits in mathematics and 30 credits in computer science. Probability and Statistics or Probability and Statistics DV. Algebra and Geometry or Linear Algebra and Geometry I. Participation in a second course in programming. An introduction to scientific computing or numerical methods is recommended.
- Selection
-
Higher education credits in science and engineering (maximum 240 credits)
- Fees
-
If you are not a citizen of a European Union (EU) or European Economic Area (EEA) country, or Switzerland, you are required to pay application and tuition fees.
- Application fee: SEK 900
- First tuition fee instalment: SEK 10,833
- Total tuition fee: SEK 10,833
- Application deadline
- 15 October 2024
- Application code
- UU-61027
Admitted or on the waiting list?
- Registration period
- 20 December 2024–27 January 2025
- Information on registration
Spring 2025 Spring 2025, Uppsala, 33%, On-campus, English For exchange students
- Location
- Uppsala
- Pace of study
- 33%
- Teaching form
- On-campus
- Instructional time
- Daytime
- Study period
- 20 January 2025–23 March 2025
- Language of instruction
- English
- Entry requirements
-
60 credits of which 15 credits in mathematics and 30 credits in computer science. Probability and Statistics or Probability and Statistics DV. Algebra and Geometry or Linear Algebra and Geometry I. Participation in a second course in programming. An introduction to scientific computing or numerical methods is recommended.
Admitted or on the waiting list?
- Registration period
- 20 December 2024–27 January 2025
- Information on registration
About the course
This is a practical introduction to machine learning: its terminology, an overview of basic supervised and unsupervised methods (for example, regression, classification trees, an introduction to neural networks and deep learning, and clustering), use of established tools for machine learning and practical aspects such as dimensionality reduction and cross-validation.