Mathematics and statistics

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…

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…

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…

Maskininlärning handlar om statistiska prediktioner som förbättras genom erfarenhet; modellen lär och anpassar sig allt eftersom nya data blir tillgängliga. I denna kurs får du lära dig maskininlärningsmetoder som är relevanta för…

I kursen introduceras du till programmering och lär dig grundläggande programmeringsprinciper och datavetenskapliga begrepp samt att självständigt skapa datorprogram för att lösa problem. Inga särskilda förkunskaper i programmering krävs. Programmeringsspråket som används…

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…

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…