mysoresparrow / 202101-data-science-python

Data Science in Python course by Data Science Academy at AstraZeneca

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, Daniel Roythorne, Samuel Lewis and Caterina Darcy

Course structure and links

Week	Title	Activity	Date	Time	Materials	Trainer
0	Getting ready	preparation	before start	before start	Introduction and installations	all
1	Troubleshooting software installations	preparation	Mon 18/01/2021	3-4pm GMT	Introduction and installations	all
1	Basic Python concepts and functions	Lecture	Mon 18/01/2021	4-5pm GMT	Materials	SMC
1	Basic Python concepts and functions	Recap	Fri 22/01/2021	3-4pm GMT	Solutions	SMC
2	Data handling	Lecture	Mon 25/01/2021	4-5pm GMT	Materials	SMC
2	Data handling	Recap	Fri 29/01/2021	3-4pm GMT	Solutions	SMC
3	Data visualisation	Lecture	Mon 01/02/2021	4-5pm GMT	Materials	LS
3	Data visualisation	Recap	Fri 05/02/2021	3-4pm GMT	Solutions	LS
4	Data analysis and modelling	Lecture	Mon 08/02/2021	4-5pm GMT	Materials	LS
4	Data analysis and modelling	Recap	Fri 12/02/2021	3-4pm GMT	Solutions	LS
5	Introduction to machine learning - part 1	Lecture	Mon 15/02/2021	4-5pm GMT	Materials	DR
5	Introduction to machine learning - part 1	Recap	Fri 19/02/2021	3-4pm GMT	Solutions	DR
6	Introduction to machine learning - part 2	Lecture	Mon 22/02/2021	4-5pm GMT	Materials	DR
6	Introduction to machine learning - part 2	Recap	Fri 26/02/2021	3-4pm GMT	Solutions	DR

References

• Data Science in Python by Data Science Academy at AstraZeneca - June-July 2020 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