Online training course run by the Data Science Academy, AstraZeneca, Cambridge (UK)
Gabriella Rustici, Sergio Martínez Cuesta, Leo Souliotis, Daniel Roythorne, Samuel Lewis and Caterina Darcy
| Week | Title | Activity | Date | Time | Materials | Trainer |
|---|---|---|---|---|---|---|
| 0 | Getting ready | preparation | before start | before start | Introduction and installations | all |
| 1 | Troubleshooting software installations | preparation | Monday 10/05/2021 | 3-4pm BST | Introduction and installations | LS |
| 1 | Basic Python concepts and functions | Lecture | Monday 10/05/2021 | 4-5pm BST | Materials | SMC |
| 1 | Basic Python concepts and functions | Recap | Friday 14/05/2021 | 3-4pm BST | Solutions | SMC |
| 2 | Data handling | Lecture | Monday 17/05/2021 | 4-5pm BST | Materials | LS |
| 2 | Data handling | Recap | Friday 21/05/2021 | 3-4pm BST | Solutions | LS |
| 3 | Data visualisation | Lecture | Monday 24/05/2021 | 4-5pm BST | Materials | SMC |
| 3 | Data visualisation | Recap | Friday 28/05/2021 | 3-4pm BST | Solutions | SMC |
| 4 | Data analysis and modelling | Lecture | Tuesday 01/06/2021 | 4-5pm BST | Materials | LS |
| 4 | Data analysis and modelling | Recap | Friday 04/06/2021 | 3-4pm BST | Solutions | LS |
| 5 | Introduction to machine learning - part 1 | Lecture | Monday 07/06/2021 | 4-5pm BST | Materials | DR |
| 5 | Introduction to machine learning - part 1 | Recap | Friday 11/06/2021 | 3-4pm BST | Solutions | DR |
| 6 | Introduction to machine learning - part 2 | Lecture | Monday 14/06/2021 | 4-5pm BST | Materials | DR |
| 6 | Introduction to machine learning - part 2 | Recap | Friday 18/06/2021 | 3-4pm BST | Solutions | DR |
- Data Science in Python by Data Science Academy at AstraZeneca - June-July 2020 course and January-February 2021 course
- 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