Data Course PyLadies

14. 4. – 7. 7. 2022

18:00 – 20:00

Online at https://gather.town/app/rK34ahbfoOPBPZfy/PyLadies_beginners_spring

Online - spring 2022 - Thursdays

Here you can find the outline for the PyLadies Vienna Data Science Python Course. All lectures are for people with already basic experience of Python and its data structures (lists, dictionaries). The materials are live on GitHub https://github.com/UndeadFairy/pyladies_vienna_data_course
If you have any questions, feel free to contact us on pyladies.vienna@gmail.com Our online events are proudly sponspored by Gather.

Lesson 0 – Installations, working with git

Data Course PyLadies

Online - spring 2022 - Thursdays

Lesson 0 – Installations, working with git

Lesson 1 – Introduction, Basics of Pandas (14. 4. 2022)

Lesson 2 – Data types and basics of visualization (21. 4. 2022)

Lesson 3 – Data cleaning (28. 4. 2022)

Lesson 4 – Exploratory data analysis (EDA) (5. 5. 2022)

Lesson 5 – Merging and joining (12. 5. 2022)

Lesson 6 – Advanced exploratory data analysis (EDA+) (19. 5. 2022)

Lesson 7 – Machine learning - Introduction to regression (26. 5. 2022)

Lesson 8 – Machine learning - Classification (9. 6. 2022)

Lesson 9 – Introduction to Natural language processing (NLP) (23. 6. 2022)

Lesson 10 – SQL and Databases (30. 6. 2022)

Lesson 11 – Streamlit project - Interactive visualisations (7. 7. 2022)