Data Science

Data science is an interdisciplinary field that uses scientific methods, processes, algorithms and systems to extract knowledge from data in various forms, both structured and unstructured.

Introduction to Artificial Intelligence, 7.5hp

Data Science

Data Science

Knowledge Representation and Reasoning

Machine Learning

Applications of AI

+ 3

This course gives a basic overview of Artificial Intelligence (AI) and its applications. Specifically, it provides basic knowledge of machine learning and deep learning algorithms, robotics, reasoning, medical neuroscience, psychology, cognition, as…

Distance learning

25%

20 weeks

English

Advanced software engineering

Computer Science

Computer Science

Data Science

+ 1

Through this advanced level course you will gain in-depth knowledge of the many aspects of software development. Course content: The course will have a theoretical emphasis on selected parts of: Project planning…

Distance learning

Self-paced

10-30 hours

English

Machine Learning in Biotechnology, 7,5 credits

Data Science

Data Science

Machine Learning

Applications of AI

+ 2

Welcome to a course that provides an introduction to machine learning and how deep learning strategies are used and developed in biotechnological applications. The course covers the foundations of data-based modeling and…

Distance learning

26 Aug

50%

10 weeks

English

Python – en inkörsport till Machine Learning, 5 hp

Datavetenskap

Datavetenskap

Informationsvetenskap

Maskininlärning

+ 2

Python är ett programmeringsspråk som kommit att användas brett i bland annar skolor för att lära ut programmeringsfärdigheter och av AI-utvecklare för maskininlärning och Big Data-applikationer. Kursen “Python – en inkörsport till…

Halmstad

2 Sep

50%

10 weeks

English

Programming in Python – working with shared libraries

Datavetenskap

Datavetenskap

Informationsvetenskap

+ 1

Explore Python’s Libraries and Modules. Python isn’t just a language; it’s an ecosystem with powerful libraries and modules that extend its capabilities beyond basic programming. In this course, you’ll gain a better…

Distance learning

2 Sep

50%

10-30 hours

English

Programming in Python – code quality and best practices

Datavetenskap

Datavetenskap

Informationsvetenskap

+ 1

“Programming in Python: Code Quality and Best Practices,” is designed to empower you with the knowledge and skills needed to write excellent code, adhere to industry best practices, and help prepare you…

Distance learning

2 Sep

50%

10-30 hours

English

Programming in Python: Basic & Preparatory Course

Datavetenskap

Datavetenskap

Informationsvetenskap

+ 1

Master the basics of the Python programming language with this foundational course. Python is quickly becoming the language of choice in modern programming, particularly for use with AI & Machine learning models….

Distance learning

2 Sep

33%

10-30 hours

English

Grundkurs i programmering

Datavetenskap

Datavetenskap

Informationsvetenskap

Matematik och statistik

+ 2

Målet med kursen är att ge studenter en introduktion till programmering, särskilt som ett sätt att lösa problem från olika tillämpningsområden. Fokus ligger på programmeringsfärdighet med problemlösning och stegvis utveckling. Kursen är…

Lund

2 Sep

25%

10 weeks

Swedish

Data Collection from the Internet: An Introduction to Web Scraping (3 credits)

Computer Science

Computer Science

Data Science

Applications of AI

+ 2

The Internet offers a trove of data for both academic research and industry applications. This course introduces the student to the basics of collecting data from Internet web pages. After an introduction…

Lund

16 Sep

50%

10-30 hours

English

Data mining

Data Science

Data Science

Mathematics and statistics

+ 1

Nowadays, a hot topic among industrial companies is using AI and deep learning. However, there is a lack of dealing with the collected data to define an appropriate problem statement before creating…

Distance learning

25%

0-4 hours

Swedish

Emerging Information Technologies for Industrial Digitalization, 7,5 credits

Data Science

Data Science

Applications of AI

+ 1

This course aims to train students on systematic and vertical-application oriented knowledge for information technologies for industry digitalization. The main content of the course includes industry communications (extremely low-latency and high-reliability), global…

Stockholm

28 Oct

50%

10 weeks

English

Network Analytics and Data-Driven Engineering, 7,5 credits

Computer Science

Computer Science

Data Science

Applications of AI

+ 2

This project course is an introduction to data-driven engineering of networks and cloud systems. Using methods from statistical learning, you will develop and evaluate, for instance, models for prediction and forecasting of…

Stockholm

28 Oct

50%

10 weeks

English

Smart City Governance: AI Ethics in a Spatial Context (7,5 credits)

Data Science

Data Science

Societal Aspects of AI

Human-AI Interaction

Applications of AI

+ 3

Artificial intelligence (AI) is increasingly being used to change our cities and manage traffic and movement, meet the needs of commerce, combat crime, monitor individuals and improve our everyday lives. At the…

Lund

31 Oct

50%

10 weeks

English

Trustworthy Artificial Intelligence

Computer Science

Computer Science

Data Science

Societal Aspects of AI

+ 2

Would you like to learn about trustworthy artificial intelligence? This course provides you with the necessary knowledge to critically evaluate existing AI methods, techniques, and algorithms. We focus on reliability, explainability, transparency,…

Distance learning

11 Nov

25%

10 weeks

English

Testing IT-systems

Computer Science

Computer Science

Data Science

+ 1

Through this course, you will learn to plan, carry-out and evaluate testing of IT systems. You will gain an understanding of different test techniques and their strengths/weaknesses. Course content: The content of…

Distance learning

10-30 hours

English