Mathematics and statistics

Mathematics and statistics form the basis for calculations, algorithms and models used in AI

Basic Knowledge on Machine Learning (MOOC)

Maskininlärning

Maskininlärning

Matematik och statistik

+ 1

This online MOOC course introduces you to Artificial Intelligence (AI) and Machine Learning. Additional to this, it will give you basic knowledge in Big Data, Mathematics, Probability, Statistics, and the programming language…

Distance learning

Self-paced

10-30 hours

English

Introduction to programming in Python

Computer Science

Computer Science

Mathematics and statistics

+ 1

Through this introductory course you will learn the basics of programming with a focus on Python, but the knowledge is equally applicable to many other programming languages. Course content: Introduction to software…

Luleå

25%

10-30 hours

Swedish

Data science for business intelligence (7.5 ECTS)

Computer Science

Computer Science

Mathematics and statistics

Applications of AI

+ 2

The course is designed to give participants a mix of theory and practice. Basic concepts in computer science are presented as a basis, as well as R-programming as one of the most…

Distance learning

25%

0-4 hours

English

Introduction to Causal Inference, 3 credits

Machine Learning

Machine Learning

Mathematics and statistics

+ 1

The courses is for professionals and part of the programme MAISTR (hh.se/maistr) where participants can study the entire programme or individual courses. The course is part of the course track machine learning…

Distance learning

20 Jan

25%

10-30 hours

English

Deep Learning and Artificial Intelligence Methods

Computer Science

Computer Science

Data Science

Machine Learning

Mathematics and statistics

+ 3

This course presents an application-focused and hands-on approach to learning neural networks and reinforcement learning. It can be viewed as first introduction to deep learning methods, presenting a wide range of connectionist…

Lund

20 Jan

50%

10 weeks

English