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DSCI 470: Research Methods in Data Science
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Coding Resources
Google's Python Class
Not for those completely new to programming, but a good introduction to the specifics of Python.
matplotlib
matplotlib is a comprehensive library for creating static, animated, and interactive visualizations in Python.
Coding Books
Hands-On Data Preprocessing in Python
by
Roy Jafari
ISBN: 1801079951
Publication Date: 2022-02-04
Mastering Python
by
Rick van Hattem
ISBN: 9781800207721
Publication Date: 2022-05-20
Advanced Python Programming
by
Quan Nguyen
ISBN: 9781801817776
Publication Date: 2022-04-08
Text Analysis with Python
by
Mamta Mittal; Gopi Battineni; Bhimavarapu Usharani
ISBN: 9789815049602
Publication Date: 2022-08-12
Python GUI Programming Cookbook
by
Burkhard Meier
ISBN: 9781838827540
Publication Date: 2019-10-11
Expert Python Programming
by
Michał Jaworski; Tarek Ziadé
ISBN: 9781801071109
Publication Date: 2021-05-28
Jupyter Resources
Introducing Jupyter
A 53 minute course on Jupyter notebooks and how to use them.
Jupyter for Data Science
by
Dan Toomey
ISBN: 9781785883293
Publication Date: 2017
Applied Data Science with Python and Jupyter
by
Alex Galea
ISBN: 9781789951929
Publication Date: 2018
Practical Data Analysis Using Jupyter Notebook
by
Marc Wintjen; Andrew Vlahutin (Foreword by)
ISBN: 9781838826031
Publication Date: 2020-06-19
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