Overview
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Course content
Introduction to Python
Introduction to statistics
EMBL-EBI data resources
Introduction to machine learning
Introduction to network analysis and Cytoscape
Data science: a broader view
Group projects (short research challenges)
- Gene expression (single-cell RNAseq)
- Protein structure (with Protein Data Bank)
Trainer biographies
Further learning
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Introduction to machine learning

In the following sessions, you will find an introductory overview of machine learning and its principles, and its applications in life science.

Machine learning: introductory lecture
Machine learning: practical
Applications of machine learning in biosciences

You can proceed through this section to view all the materials, or select a specific topic you are interested in from the list provided above. We recommend, however, to follow the order provided here for the first two sessions.

Data science for life scientists

Introduction to machine learning