Large selection of AI-related courses open up new possibilities for students from diverse disciplines

The host universities of FCAI offer a wide range of courses related to artificial intelligence and machine learning.

Photo: Unto Rautio / Aalto University

Photo: Unto Rautio / Aalto University

AI-related courses help students acquire skills required to work in the field. We made our own list list of the very large selection, choose your favourite from the list below.

Remember that if you are a student in either university you can apply for study permission to take courses at the other university through the Flexible Study Right (JOO) agreement.   

The guidelines to apply for Flexible Study Right are here:

Read more about studying AI here.

AI-related courses in the Aalto University

  • CS-C1000 Introduction to Artificial Intelligence

  • CS-C3240 Machine Learning

  • CS-E3220 Declarative Programming

  • CS-E4075 Special Course in Machine Learning, Data Science and Artificial Intelligence

  • CS-E4650 Methods of Data Mining

  • CS-E4710 Machine Learning: Supervised Methods

  • CS-E4800 Artificial Intelligence

  • CS-E4820 Machine Learning: Advanced Probabilistic Methods

  • CS-E4830 Kernel Methods in Machine Learning

  • CS-E4850 Computer Vision

  • CS-E4875 Research Project in Machine Learning, Data Science and Artificial Intelligence

  • CS-E4880 Machine Learning in Bioinformatics

  • CS-E4890 Deep Learning

  • CS-E5710 Bayesian Data Analysis

  • CS-E5870 High-throughput bioinformatics

  • CS-E5880 Modeling biological networks

  • CS-E5890 Statistical genetics and personalized medicine

  • CS-EE4675 Systems of Systems

  • CS-EJ3211 Machine Learning with Python

  • CS-EJ3311 Deep Learning with Python

  • DOM-E5129 Intelligent Computational Media

  • DOM-E5132 Deep Learning with Audio

  • ELEC-D1320 Robotics

  • ELEC-E5422 Convex optimization I

  • ELEC-E5423 Convex optimization II

  • ELEC-E5431 Large scale data analysis

  • ELEC-E5440 Statistical Signal Processing

  • ELEC-E5510 Speech Recognition

  • ELEC-E5521 Speech and Language Processing Methods

  • ELEC-E5550 Statistical Natural Language Processing

  • ELEC-E7260 Machine Learning for Mobile and Pervasive systems

  • ELEC-E7851 Computational User Interface Design

  • ELEC-E8101 Digital and Optimal Control

  • ELEC-E8106 Bayesian Filtering and Smoothing

  • ELEC-E8111 Autonomous Mobile Robots

  • ELEC-E8125 Reinforcement Learning

  • ELEC-E8126 Robotic Manipulation

  • ELEC-E8739 AI in health technologies

  • ELEC-E8740 Basics of Sensor Fusion

  • ELEC-E8743 Neurorobotics

  • MS-C1620 Statistical Inference

  • MS-E2112 Multivariate Statistical Analysis

  • MS-E2134 Decision Making and Problem Solving

  • PHYS-E0547 Machine Learning for Materials Science

  • UWAS-C0025 Art and Artificial Intelligence

  • 30E03000 Data Science for Business I

  • 30E03500 Data Science for Business II

  • 37C00100 Management Information Systems

  • 37E00100 Information Economy

  • 57E00500 Capstone: Business Intelligence

AI-related courses in the University of Helsinki

  • CSM12101 Design and Analysis of Algorithms

  • CSM12102 String Processing Algorithms

  • CSM12103 Data Compression Techniques

  • CSM12104 Randomized Algorithms I

  • CSM12106 Approximation Algorithms

  • CSM12107 Combinatorial Optimization

  • CSM12114 Automated Logical Reasoning

  • CSM13105 Introduction to Internet of Things

  • CSM13107 Pervasive Data Science

  • CSM13401 Human Computer Interaction

  • DATA11001 Introduction to Data Science

  • DATA11002 Introduction to Machine Learning

  • DATA11003 Distributed Data Infrastructures

  • DATA12001 Advanced Course in Machine Learning

  • DATA12002 Probabilistic Graphical Models

  • DATA14002 Introduction to Big Data Management  

  • DATA14003 Big Data Platforms

  • DATA15001 Introduction to Artificial Intelligence

  • DATA15002 Computational Creativity 

  • DATA15003 Interactive Data Visualization

  • DATA16001 Network Analysis

  • DATA20001 Deep Learning

  • DATA20007 Educational Data Mining

  • DATA20015 Natural Language Processing

  • DATA20016 Computer Vision

  • DATA20019 Trustworthy Machine Learning

  • DATA20021 Information Retrieval

  • DATA20023 Bayesian Machine Learning

  • DATA20024 Computational Cognitive Neuroscience

  • DATA20027 Advanced Course in Deep Learning

  • IBL-330 Writing Seminar: Artificial Intelligence and the Law

  • LDA-C5003 Cognitive Modelling Concepts

  • LDA-C504 Introduction to Philosophy of Mind and Artificial Intelligence

  • LDA-C307 Philosophy of Artificial Intelligence

  • LDA-C5010 Perception Communication and Cognition

  •  LDA-C505 Ethics of Artificial Intelligence

  • LDA-C506 Cognition and Brain Function

  • LDA-T308 Introduction to Deep Learning

  • LDA-T305 Models and Algorithms in NLP Applications

  • LDA-T306 Machine Translation

  • LDA-T501 Introduction to Natural Language Processing

  • LSI31001 Algorithms for Bioinformatics

  • LSI31003 Machine Learning in Molecular Biology

  • LSI31004 Research Seminar on Machine Learning for Fossil Data Analysis

  • LSI34003 Phylogeny Inference and Data-Analysis

  • LSI34004 Statistical Population Genetics

  • LSI34006 Event-History Analysis

  • LSI34007 Modelling Molecular Evolution

  • LSI35002 Bayesian Inference in Biosciences

  • LSI35003 Project Work in Eco-Evolutionary Informatics

  • LSI35001 Modelling Ecology and Evolution

  • LSI36001 Clinical Data Mining

  • MAT22005 Bayesian Inference

  • MAST32001 Computational Statistics I

  • MAST32004 Advanced Course in Bayesian Statistics

  • MAST32005 Spatial Modelling and Bayesian Inference

  • MAST32006 High Dimensional Statistics

  • MAST32007 Time Series Analysis I

  • MAST32008 Time Series Analysis II

  • MAST32012 Survival and Event History Analysis I

  • MAST32013 Survival and Event History Analysis II

Something missing? Please let us know by emailing us at contact at fcai.fi.

Last updated October 13, 2020.

Kaisa PekkalaEducation