Fundamentals of machine learning

Course

Description

We live in the age of data. The amount of data has been increasing at an exponential rate over the last decades and is expected to continue. Not only is the volume of the data larger than ever before, also the variety in types of data is consistently growing. Due to the enormous progress in sensor technology, we can measure more than ever before. The vast amounts of heterogeneous data harbor useful information that can help in e.g. disease detection, natural language processing and accident prevention. However, due to its growing volume and complexity, it becomes increasingly harder for humans to extract this information by manually analyzing the patterns in the data. Machine learning is a subfield of Artificial Intelligence (AI) that focusses on building mathematical models that can extract information from data by learning from examples.
Course period1/09/20 → …
Course levelDeepening
Course formatCourse