Main group 1

Books

• Downey, Allen B., Think Python [electronic resource]: How to Think Like a Computer Scientist, uuuu-uuuuCompulsory* (Chapter 8 - page 85–95 Chapter 14 - page 165–175)
• Sweigart, Al, Automate the boring stuff with Python: practical programming for total beginners, 2nd edition, San Francisco, No Starch Press, [2019]Compulsory* (Chapter 2 (pp 28–48), Chapter 3 (pp 59–63), Chapter 4(pp 88–91), Chapter 6 (pp 129–160), Chapter 9–10 (pp 201–248), Chapter 13 (pp 301–329), Chapter 14(pp 329–347), Chapter 16 (pp 371–388))
• Wes McKinney, "Python for Data Analysis, 3rd Edition", 2022Compulsory* (Chapter 4, Chapter 5, Chapter 6.1–6-2, Chapters 7–9)

web posts

• Know Your Exceptions: A Comprehensive Guide to Python Exception Handling, Länk till webbplatsenCompulsory*
• Python documentation - The Python Standard Library, Länk till webbplatsenCompulsory*
• Python SciPy Tutorial for Beginners, Länk till webbplatsenCompulsory* (Sections: Linear algebra, integration and optimization)
• Python Seaborn Tutorial For Beginners: Start Visualizing Data, Länk till webbplatsenCompulsory*
• Python documentation - The Python Standard Library: Built-in Types, Länk till webbplatsenCompulsory*
• Python documentation - The Python Standard Library: Basic date and time types, Länk till webbplatsenCompulsory*
• Python documentation - The Python Standard Library: os.path module, Länk till webbplatsenCompulsory*
• Python documentation - The Python Standard Library: Json, Länk till webbplatsenCompulsory*
• Input/output tutorial, Länk till webplatsenCompulsory*
• XML tutorial, Länk till webbplatsenCompulsory*
• Markdown syntax, Länk till webbplatsenCompulsory*
• NLTK, LänkCompulsory* (Intro: https://www.nltk.org/ Word embeddings: https://www.nltk.org/howto/gensim.html Concordance: https://www.nltk.org/howto/concordance.html Collocations: https://www.nltk.org/howto/collocations.html)
• A brief history of word embeddings, Länk till webbplatsenCompulsory*
• Word2Vec model, LänkCompulsory*

Extended reading

• Sweigart, Al, Automate the boring stuff with Python: practical programming for total beginners, 2nd edition, San Francisco, No Starch Press, [2019] (Chapter 14 - page 165 to 175 Chapter 11 - page 249 to 267)
• Seaborn gallery, Länk

* Compulsory