Freie EPSILON-Lehrmaterialen zum Themenfeld Data Science
As part of the EPSILON project, free teaching materials (OER = Open Educational Resources) were developed to provide an initial orientation for those interested in the field of data science and, in particular, data science for good. The materials are available for free download here (and will also be made available in OER repositories in the future). They can be used for lectures and of course in Data Science for Good initiatives all over the world.
Im Rahmen des Projekts EPSILON wurden freie Lehrmaterialien (OER = Open Educational Resources) entwickelt, die allen Interessentinnen und Interessenten am Themenfeld Data Science und insbesondere Data Science for Good eine erste Orientierung bieten sollen. Die Materialien stehen hier (und zukünftig auch an anderer Stelle) zum freien Download zur Verfügung. Sie können sehr gerne für Vorlesungen und natürlich in Data Science for Good-Initiativen überall auf der Welt eingesetzt werden.
EPSILON: DataScience4Good | Slides | 0 | Structure - What is contained in these materials - and why and how to use them
EPSILON: DataScience4Good | Slides | 1 | Intro - Elements of Data Science, Big Data, Data Processing and Ethical Issues
EPSILON: DataScience4Good | Slides | 2 | Definition - What is - and who exactly does - Data Science for Social Good (DSSG)?
EPSILON: DataScience4Good | Slides | 3 | Initiatives - A look at the Data Science for Good landscape in the European Union
EPSILON: DataScience4Good | Slides | 4a | Use Cases - Four Beginner Level Projects showcasing DSSG Best Practices
EPSILON: DataScience4Good | Slides | 4b | Use Cases - Four Advanced Level Projects showcasing DSSG Best Practices
EPSILON: DataScience4Good | Slides | 5 | Best Practices - What makes a good DSSG project - and what a good team?
EPSILON: DataScience4Good | Slides | 6 | Summary - What European DSSG Initiatives can learn from Project EPSILON
EPSILON: DataScience4Good | Bonus Slide Deck | Dog Recognition System - Results of a DSSG project in Lithuania
EPSILON: DataScience4Good | Videos | 0 | Structure - What is contained in these materials - and why and how to use them
EPSILON: DataScience4Good | Videos | 1 | Intro - Elements of Data Science, Big Data, Data Processing and Ethical Issues
EPSILON: DataScience4Good | Videos | 2 | Definition - What is - and who exactly does - Data Science for Social Good (DSSG)?
EPSILON: DataScience4Good | Videos | 3 | Initiatives - A look at the Data Science for Good landscape in the European Union
EPSILON: DataScience4Good | Videos | 4 | Use Cases - Four Beginner Level Projects showcasing DSSG Best Practices
EPSILON: DataScience4Good | Videos | 5 | Best Practices - What makes a good DSSG project - and what a good team?
EPSILON: DataScience4Good | Videos | 6 | Summary - What European DSSG Initiatives can learn from Project EPSILON
EPSILON: DataScience4Good | Bonus Video | Dog Recognition System - Results of a DSSG project in Lithuania
EPSILON: DataScience4Good | Complete Lecture Notes - Detailed Lecture Notes for the EPSILON Video Lectures
EPSILON: DataScience4Good | Complete Lecture Notes - Lecture Notes in ePUB format (for Kindle, Tolino etc.)