In summary, machine learning is a powerful tool for making predictions and decisions based on data. Python is a popular programming language for machine learning due to its simplicity and powerful ...

Deep learning, for instance, is an example of a successful machine learning method loosely based on biological neural networks. We develop probabilistic modelling techniques to produce predictions ...

While the course covers theories of Machine Learning and tools such as R, the focus is on using them for solving data-driven problems. The students will be introduced to several real-life problems ...

More information: Jason Wu et al, Prediction of Adeno-Associated Virus Fitness with a Protein Language-Based Machine Learning Model, Human Gene Therapy (2025). DOI: 10.1089/hum.2024.227 ...

In this online data science specialization, you will apply machine ... which machine learning models are best applied to machine learning tasks based on the data’s properties Build and evaluate ...

A research group has developed an innovative machine learning technology that enables predictions beyond the distribution of training data and demonstrated its effectiveness in materials research.