https://github.com/astrazeneca/data-science-python-course
Science Score: 26.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Academic publication links
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○Academic email domains
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (6.1%) to scientific vocabulary
Repository
Basic Info
- Host: GitHub
- Owner: AstraZeneca
- License: apache-2.0
- Language: Jupyter Notebook
- Default Branch: main
- Size: 26 MB
Statistics
- Stars: 21
- Watchers: 5
- Forks: 17
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
Data Science in Python
Venue
Online training course run by the Data Science Academy, AstraZeneca, Cambridge (UK)
Trainers
Gabriella Rustici, Sergio Martínez Cuesta, Leo Souliotis, Katarzyna Nurzynska, Michał Oziębło, Daniel Roythorne, Samuel Lewis, Caterina Darcy
Course structure and links
Week | Title | Activity | Materials | Trainer :---:|:-----:|:--------:|:---------:|:-------: 0 | Troubleshooting software installations | preparation | Introduction and installations | all 0 | Basic Python concepts and functions | preparation | Materials | all 0 | Basic Python concepts and functions | preparation | Solutions | all 1 | Data handling | Lecture | Materials | JB 1 | Data handling | Recap | Solutions | JB 2 | Data visualisation | Lecture | Materials | JB 2 | Data visualisation | Recap | Solutions | JB 3 | Key concepts in statistics and machine learning | Lecture | Materials | LS 4 | Data analysis and modelling | Lecture | Materials | LS 4 | Data analysis and modelling | Recap | Solutions | LS 5 | Introduction to Machine Learning - part 1 | Lecture | Materials | MO 5 | Introduction to Machine Learning - part 1 | Recap | Solutions | MO 6 | Introduction to Machine Learning - part 2 | Lecture | Materials | MO 6 | Introduction to Machine Learning - part 2 | Recap | Solutions | MO 7 | Networks and Knowledge Graphs | Lecture | Materials | KN
References
- Data Science in Python by Data Science Academy at AstraZeneca:
- The University of Cambridge Introduction to Python course
- The University of Cambridge Data Science in Python course
- Data Carpentry Python lessons
- The CRUK-CI Introduction to R during COVID-19 course
- Python pandas documentation
Owner
- Name: AstraZeneca
- Login: AstraZeneca
- Kind: organization
- Location: Global
- Website: https://www.astrazeneca.com/
- Repositories: 33
- Profile: https://github.com/AstraZeneca
Data and AI: Unlocking new science insights
GitHub Events
Total
- Watch event: 3
- Fork event: 1
Last Year
- Watch event: 3
- Fork event: 1