IT
Courses in programming, big data and digitisation prepare you to deal with and develop the IT solutions of tomorrow.
Advanced Topics in Machine Learning - DIKU
The purpose of this course is to expose students to selected advanced topics in machine learning. The course will bring the students up to a level sufficient for writing a …
Applied Machine Learning - NBI
The course will give the student an introduction to and a basic knowledge on Machine Learning (ML) and its use in various parts of data analysis. The focus will be …
Applied Programming (APP) - DIKU
The purpose of the course is to introduce the programming language C/C++, key programming concepts in a scientific context, and guidelines for documentation. The course will enable the student to …
Applied Statistics: From Data to Results - NBI
The course will give the student an introduction to and a basic knowledge of statistics and data analysis. The focus will be on the application of statistics and thus proofs …
Business Data Analytics
The course provides participants with a deep understanding of the nature of business data analytics, and a practical toolkit on how to transform internal (in-house) and external big datasets into …
Database Use and Design
The course gives an overview of the technical aspects of data management, explores the value of data and discusses the risks associated to big data “If a registration deadline has …
Data-Driven Financial Models - DIKU
The course gives the student a thorough introduction to financial theory, financial markets and products. Besides theory, students will be introduced to practical problems faced by Financial Engineers through a …
Deep learning
About the deep learning course: Machine perception of natural signals has improved a lot in the recent years thanks to deep learning (DL). Improved vision systems with DL will make …
Introduction to Data Science - DIKU
The purpose of the course is to introduce non-Computer Science students to probabilistic data modeling and the most common techniques from statistical machine learning and data mining. The students will …
Introduction to programming
The course provides students with a basic understanding of computational thinking and programming both for their own future use and for their ability to collaborate with experienced programmers and software …
IT Governance & Quality Management
The course will provide an understanding of how to analyze an organization's IT Governance & Quality Management (IT governance) and how to restructure the organization's IT governance so that it …
Machine Learning
About the course: Successful organisations or companies like Google and Amazon have invested huge amounts in machine learning, which they use to analyze their customers' interests and behaviors to optimize …
Machine Learning A - DIKU
The course introduces basic theory and algorithms of machine learning. The course covers the following tentative list of topics: - Supervised learning setting - Unsupervised learning setting - Concentration of …
Modelling and Analysis of Data - DIKU
The purpose of the course is to provide a basic and broad introduction to the representation, analysis, and processing of sampled data. The course will introduce the student to statistical …
Online and Reinforcement learning - DIKU
Online and reinforcement learning break out of the static realm and move into the realm of perpetual cycle of getting new information, analysing it, and executing actions based on the …
Python Programming for Data Science - DIKU/BIO
This course is an introduction to programming in Python, with focus on data processing and analysis. It includes basic programming concepts such as data types, conditionals, loops, functions, object oriented …
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Artificial-intelligence-driven technologies are rapidly changing the world. Business automation, customer management systems, and language models are revolutionising everything from organisation and marketing to product development and sales forecasting improving competitiveness, …