This Python data science course will take you from knowing nothing about Python to coding and analyzing data with Python using tools like Pandas, NumPy, and Matplotlib.
? Code: https://github.com/datapublishings/Course-python-data-science
This is a hands-on course and you will practice everything you learn step-by-step. This course was created by Maxwell Armi. You can check out more of his data science videos on his YouTube channel here: https://www.youtube.com/c/AISciencesLearn
? Learn more about Data Science with videos from freeCodeCamp’s Data Science Playlist: https://www.youtube.com/playlist?list=PLWKjhJtqVAblQe2CCWqV4Zy3LY01Z8aF1
?? Course Contents ??
?? (0:00:00) Introduction to the Course and Outline
?? (0:03:53) The Basics of Programming
?? (1:11:35) Why Python
?? (1:33:09) How to Install Anaconda and Python
?? (1:37:25) How to Launch a Jupyter Notebook
?? (1:46:28) How to Code in the iPython Shell
?? (1:53:33) Variables and Operators in Python
?? (2:27:45) Booleans and Comparisons in Python
?? (2:55:37) Other Useful Python Functions
?? (3:20:04) Control Flow in Python
?? (5:11:52) Functions in Python
?? (6:41:47) Modules in Python
?? (7:30:04) Strings in Python
?? (8:23:57) Other Important Python Data Structures: Lists, Tuples, Sets, and Dictionaries
?? (9:36:10) The NumPy Python Data Science Library
?? (11:04:12) The Pandas Python Data Science Python Library
?? (12:01:31) The Matplotlib Python Data Science Library
?? (12:09:00) Example Project: A COVID19 Trend Analysis Data Analysis Tool Built with Python Libraries
