Scientific Computing for Data Analysis
Course, Bachelor's level, 1TD352
Autumn 2024 Autumn 2024, Uppsala, 33%, On-campus, English
- Location
- Uppsala
- Pace of study
- 33%
- Teaching form
- On-campus
- Instructional time
- Daytime
- Study period
- 2 September 2024–3 November 2024
- Language of instruction
- English
- Entry requirements
-
60 credits including Algebra and Geometry/Linear Algebra and Geometry I. Participation in a programming course in Python (for example Computer Programming I). Participation in one of the courses Introduction to Scientific Computing, Scientific Computing I, or Statistical Machine Learning. Participation in Probability and Statistics. Participation in Linear Algebra II/Linear Algebra for Data Analysis.
- 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.
- First tuition fee instalment: SEK 10,833
- Total tuition fee: SEK 10,833
- Application deadline
- 15 April 2024
- Application code
- UU-12032
Admitted or on the waiting list?
- Registration period
- 26 July 2024–9 September 2024
- Information on registration from the department
Autumn 2024 Autumn 2024, Uppsala, 33%, On-campus, English For exchange students
- Location
- Uppsala
- Pace of study
- 33%
- Teaching form
- On-campus
- Instructional time
- Daytime
- Study period
- 2 September 2024–3 November 2024
- Language of instruction
- English
- Entry requirements
-
60 credits including Algebra and Geometry/Linear Algebra and Geometry I. Participation in a programming course in Python (for example Computer Programming I). Participation in one of the courses Introduction to Scientific Computing, Scientific Computing I, or Statistical Machine Learning. Participation in Probability and Statistics. Participation in Linear Algebra II/Linear Algebra for Data Analysis.
Admitted or on the waiting list?
- Registration period
- 26 July 2024–9 September 2024
- Information on registration from the department
Autumn 2024 Autumn 2024, Uppsala, 33%, On-campus, English
- Location
- Uppsala
- Pace of study
- 33%
- Teaching form
- On-campus
- Instructional time
- Daytime
- Study period
- 4 November 2024–19 January 2025
- Language of instruction
- English
- Entry requirements
-
60 credits including Algebra and Geometry/Linear Algebra and Geometry I. Participation in a programming course in Python (for example Computer Programming I). Participation in one of the courses Introduction to Scientific Computing, Scientific Computing I, or Statistical Machine Learning. Participation in Probability and Statistics. Participation in Linear Algebra II/Linear Algebra for Data Analysis.
- 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.
- First tuition fee instalment: SEK 10,833
- Total tuition fee: SEK 10,833
- Application deadline
- 15 April 2024
- Application code
- UU-12042
Admitted or on the waiting list?
- Registration period
- 21 October 2024–11 November 2024
- Information on registration from the department
Autumn 2024 Autumn 2024, Uppsala, 33%, On-campus, English For exchange students
- Location
- Uppsala
- Pace of study
- 33%
- Teaching form
- On-campus
- Instructional time
- Daytime
- Study period
- 4 November 2024–19 January 2025
- Language of instruction
- English
- Entry requirements
-
60 credits including Algebra and Geometry/Linear Algebra and Geometry I. Participation in a programming course in Python (for example Computer Programming I). Participation in one of the courses Introduction to Scientific Computing, Scientific Computing I, or Statistical Machine Learning. Participation in Probability and Statistics. Participation in Linear Algebra II/Linear Algebra for Data Analysis.
Admitted or on the waiting list?
- Registration period
- 21 October 2024–11 November 2024
- Information on registration from the department
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 including Algebra and Geometry/Linear Algebra and Geometry I. Participation in a programming course in Python (for example Computer Programming I). Participation in one of the courses Introduction to Scientific Computing, Scientific Computing I, or Statistical Machine Learning. Participation in Probability and Statistics. Participation in Linear Algebra II/Linear Algebra for Data Analysis.
- 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.
- First tuition fee instalment: SEK 10,833
- Total tuition fee: SEK 10,833
- Application deadline
- 15 October 2024
- Application code
- UU-62032
Admitted or on the waiting list?
- Registration period
- 20 December 2024–27 January 2025
- Information on registration from the department
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 including Algebra and Geometry/Linear Algebra and Geometry I. Participation in a programming course in Python (for example Computer Programming I). Participation in one of the courses Introduction to Scientific Computing, Scientific Computing I, or Statistical Machine Learning. Participation in Probability and Statistics. Participation in Linear Algebra II/Linear Algebra for Data Analysis.
Admitted or on the waiting list?
- Registration period
- 20 December 2024–27 January 2025
- Information on registration from the department
Spring 2025 Spring 2025, Uppsala, 33%, On-campus, English
- Location
- Uppsala
- Pace of study
- 33%
- Teaching form
- On-campus
- Instructional time
- Daytime
- Study period
- 24 March 2025–8 June 2025
- Language of instruction
- English
- Entry requirements
-
60 credits including Algebra and Geometry/Linear Algebra and Geometry I. Participation in a programming course in Python (for example Computer Programming I). Participation in one of the courses Introduction to Scientific Computing, Scientific Computing I, or Statistical Machine Learning. Participation in Probability and Statistics. Participation in Linear Algebra II/Linear Algebra for Data Analysis.
- 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.
- First tuition fee instalment: SEK 10,833
- Total tuition fee: SEK 10,833
- Application deadline
- 15 October 2024
- Application code
- UU-62042
Admitted or on the waiting list?
- Registration period
- 10 March 2025–31 March 2025
- Information on registration from the department
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
- 24 March 2025–8 June 2025
- Language of instruction
- English
- Entry requirements
-
60 credits including Algebra and Geometry/Linear Algebra and Geometry I. Participation in a programming course in Python (for example Computer Programming I). Participation in one of the courses Introduction to Scientific Computing, Scientific Computing I, or Statistical Machine Learning. Participation in Probability and Statistics. Participation in Linear Algebra II/Linear Algebra for Data Analysis.
Admitted or on the waiting list?
- Registration period
- 10 March 2025–31 March 2025
- Information on registration from the department
Autumn 2025 Autumn 2025, Uppsala, 33%, On-campus, English
- Location
- Uppsala
- Pace of study
- 33%
- Teaching form
- On-campus
- Instructional time
- Daytime
- Study period
- 1 September 2025–2 November 2025
- Language of instruction
- English
- Entry requirements
-
60 credits including Algebra and Geometry/Linear Algebra and Geometry I/Linear algebra I. Participation in a programming course in Python (for example Computer Programming I). Participation in one of the courses Introduction to Scientific Computing, Scientific Computing I, or Statistical Machine Learning. Participation in Probability and Statistics or Mathematical Statistics KF. Participation in Linear Algebra II/Linear Algebra for Data Analysis/Geometry and Calculus II.
- 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.
- First tuition fee instalment: SEK 10,833
- Total tuition fee: SEK 10,833
- Application deadline
- 15 April 2025
- Application code
- UU-12032
Admitted or on the waiting list?
- Registration period
- 25 July 2025–7 September 2025
- Information on registration from the department
Autumn 2025 Autumn 2025, Uppsala, 33%, On-campus, English For exchange students
- Location
- Uppsala
- Pace of study
- 33%
- Teaching form
- On-campus
- Instructional time
- Daytime
- Study period
- 1 September 2025–2 November 2025
- Language of instruction
- English
- Entry requirements
-
60 credits including Algebra and Geometry/Linear Algebra and Geometry I/Linear algebra I. Participation in a programming course in Python (for example Computer Programming I). Participation in one of the courses Introduction to Scientific Computing, Scientific Computing I, or Statistical Machine Learning. Participation in Probability and Statistics or Mathematical Statistics KF. Participation in Linear Algebra II/Linear Algebra for Data Analysis/Geometry and Calculus II.
Admitted or on the waiting list?
- Registration period
- 25 July 2025–7 September 2025
- Information on registration from the department
Autumn 2025 Autumn 2025, Uppsala, 33%, On-campus, English
- Location
- Uppsala
- Pace of study
- 33%
- Teaching form
- On-campus
- Instructional time
- Daytime
- Study period
- 3 November 2025–18 January 2026
- Language of instruction
- English
- Entry requirements
-
60 credits including Algebra and Geometry/Linear Algebra and Geometry I/Linear algebra I. Participation in a programming course in Python (for example Computer Programming I). Participation in one of the courses Introduction to Scientific Computing, Scientific Computing I, or Statistical Machine Learning. Participation in Probability and Statistics or Mathematical Statistics KF. Participation in Linear Algebra II/Linear Algebra for Data Analysis/Geometry and Calculus II.
- 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.
- First tuition fee instalment: SEK 10,833
- Total tuition fee: SEK 10,833
- Application deadline
- 15 April 2025
- Application code
- UU-12042
Admitted or on the waiting list?
- Registration period
- 20 October 2025–9 November 2025
- Information on registration from the department
Autumn 2025 Autumn 2025, Uppsala, 33%, On-campus, English For exchange students
- Location
- Uppsala
- Pace of study
- 33%
- Teaching form
- On-campus
- Instructional time
- Daytime
- Study period
- 3 November 2025–18 January 2026
- Language of instruction
- English
- Entry requirements
-
60 credits including Algebra and Geometry/Linear Algebra and Geometry I/Linear algebra I. Participation in a programming course in Python (for example Computer Programming I). Participation in one of the courses Introduction to Scientific Computing, Scientific Computing I, or Statistical Machine Learning. Participation in Probability and Statistics or Mathematical Statistics KF. Participation in Linear Algebra II/Linear Algebra for Data Analysis/Geometry and Calculus II.
Admitted or on the waiting list?
- Registration period
- 20 October 2025–9 November 2025
- Information on registration from the department
Spring 2026 Spring 2026, Uppsala, 33%, On-campus, English
- Location
- Uppsala
- Pace of study
- 33%
- Teaching form
- On-campus
- Instructional time
- Daytime
- Study period
- 19 January 2026–22 March 2026
- Language of instruction
- English
- Entry requirements
-
60 credits including Algebra and Geometry/Linear Algebra and Geometry I/Linear algebra I. Participation in a programming course in Python (for example Computer Programming I). Participation in one of the courses Introduction to Scientific Computing, Scientific Computing I, or Statistical Machine Learning. Participation in Probability and Statistics or Mathematical Statistics KF. Participation in Linear Algebra II/Linear Algebra for Data Analysis/Geometry and Calculus II.
- 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.
- First tuition fee instalment: SEK 10,833
- Total tuition fee: SEK 10,833
- Application deadline
- 15 October 2025
- Application code
- UU-62032
Admitted or on the waiting list?
- Registration period
- 5 January 2026–25 January 2026
- Information on registration from the department
Spring 2026 Spring 2026, Uppsala, 33%, On-campus, English For exchange students
- Location
- Uppsala
- Pace of study
- 33%
- Teaching form
- On-campus
- Instructional time
- Daytime
- Study period
- 19 January 2026–22 March 2026
- Language of instruction
- English
- Entry requirements
-
60 credits including Algebra and Geometry/Linear Algebra and Geometry I/Linear algebra I. Participation in a programming course in Python (for example Computer Programming I). Participation in one of the courses Introduction to Scientific Computing, Scientific Computing I, or Statistical Machine Learning. Participation in Probability and Statistics or Mathematical Statistics KF. Participation in Linear Algebra II/Linear Algebra for Data Analysis/Geometry and Calculus II.
Admitted or on the waiting list?
- Registration period
- 5 January 2026–25 January 2026
- Information on registration from the department
Spring 2026 Spring 2026, Uppsala, 33%, On-campus, English
- Location
- Uppsala
- Pace of study
- 33%
- Teaching form
- On-campus
- Instructional time
- Daytime
- Study period
- 23 March 2026–7 June 2026
- Language of instruction
- English
- Entry requirements
-
60 credits including Algebra and Geometry/Linear Algebra and Geometry I/Linear algebra I. Participation in a programming course in Python (for example Computer Programming I). Participation in one of the courses Introduction to Scientific Computing, Scientific Computing I, or Statistical Machine Learning. Participation in Probability and Statistics or Mathematical Statistics KF. Participation in Linear Algebra II/Linear Algebra for Data Analysis/Geometry and Calculus II.
- 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.
- First tuition fee instalment: SEK 10,833
- Total tuition fee: SEK 10,833
- Application deadline
- 15 October 2025
- Application code
- UU-62042
Admitted or on the waiting list?
- Registration period
- 9 March 2026–29 March 2026
- Information on registration from the department
Spring 2026 Spring 2026, Uppsala, 33%, On-campus, English For exchange students
- Location
- Uppsala
- Pace of study
- 33%
- Teaching form
- On-campus
- Instructional time
- Daytime
- Study period
- 23 March 2026–7 June 2026
- Language of instruction
- English
- Entry requirements
-
60 credits including Algebra and Geometry/Linear Algebra and Geometry I/Linear algebra I. Participation in a programming course in Python (for example Computer Programming I). Participation in one of the courses Introduction to Scientific Computing, Scientific Computing I, or Statistical Machine Learning. Participation in Probability and Statistics or Mathematical Statistics KF. Participation in Linear Algebra II/Linear Algebra for Data Analysis/Geometry and Calculus II.
Admitted or on the waiting list?
- Registration period
- 9 March 2026–29 March 2026
- Information on registration from the department
About the course
This course focuses on handling large amounts of data and is divided into three different blocks. The first block deals with stochastic simulations, the second with regression analysis and least squares methods and the third with eigenvalue problems, singular value decomposition and principal component analysis. In the field of data analysis and machine learning, many algorithms and applications are based on the methods covered in this course. We study the computational methods used when working practically with data analysis of large amounts of data.