Online training course run by the Data Science Academy, AstraZeneca, Cambridge (UK)
Gabriella Rustici, Sergio Martínez Cuesta, Leo Souliotis, Michał Oziębło, Daniel Roythorne, Samuel Lewis, 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 21/02/2022 | 3:30-4pm UK | Introduction and installations | SMC |
| 1 | Basic Python concepts and functions | Lecture | Monday 21/02/2022 | 4-5pm UK | Materials | SMC |
| 1 | Basic Python concepts and functions | Recap | Friday 25/02/2022 | 4-5pm UK | Solutions | SMC |
| 2 | Data handling | Lecture | Monday 28/02/2022 | 4-5pm UK | Materials and Challenge | SMC |
| 2 | Data handling | Recap | Thursday 03/03/2022 | 3-4pm UK | Solutions | SMC |
| 3 | Data visualisation | Lecture | Monday 07/03/2022 | 4-5pm UK | Materials | SMC |
| 3 | Data visualisation | Recap | Friday 11/03/2022 | 4-5pm UK | Solutions | SMC |
| 4 | Key concepts in statistics and machine learning | Lecture | Monday 14/03/2022 | 4-5pm UK | Materials | LS |
| 5 | Data analysis and modelling | Lecture | Monday 21/03/2022 | 4-5pm UK | Materials | LS |
| 5 | Data analysis and modelling | Recap | Friday 25/03/2022 | 3-4pm UK | Solutions | LS |
| 6 | Introduction to Machine Learning - part 1 | Lecture | Monday 28/03/2022 | 4-5pm UK | Materials | MO |
| 6 | Introduction to Machine Learning - part 1 | Recap | Friday 01/04/2022 | 3-4pm UK | Solutions | MO |
| 7 | Introduction to Machine Learning - part 2 | Lecture | Monday 04/04/2022 | 4-5pm UK | Materials | MO |
| 7 | Introduction to Machine Learning - part 2 | Recap | Friday 08/04/2022 | 3-4pm UK | Solutions | MO |
| 8 | Course challenge review and awards | Recap | Monday 11/04/2022 | 4-5pm UK | TBA | All |
- 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