1 Visningar· 16 Augusti 2022
Python for Data Science - Course for Beginners (Learn Python, Pandas, NumPy, Matplotlib)
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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.
đ» Code: https://github.com/datapublish....ings/Course-python-d
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
đ„ Learn more about Data Science with videos from freeCodeCamp's Data Science Playlist: https://www.youtube.com/playli....st?list=PLWKjhJtqVAb
âïž Course Contents âïž
âšïž (0:00:00) Introduction to the Course and Outline
âšïž (0:03:53) The Basics of Programming
âšïž (1:11:35) Why Python
âšïž (1:33:09) How to Install Anaconda and Python
âšïž (1:37:25) How to Launch a Jupyter Notebook
âšïž (1:46:28) How to Code in the iPython Shell
âšïž (1:53:33) Variables and Operators in Python
âšïž (2:27:45) Booleans and Comparisons in Python
âšïž (2:55:37) Other Useful Python Functions
âšïž (3:20:04) Control Flow in Python
âšïž (5:11:52) Functions in Python
âšïž (6:41:47) Modules in Python
âšïž (7:30:04) Strings in Python
âšïž (8:23:57) Other Important Python Data Structures: Lists, Tuples, Sets, and Dictionaries
âšïž (9:36:10) The NumPy Python Data Science Library
âšïž (11:04:12) The Pandas Python Data Science Python Library
âšïž (12:01:31) The Matplotlib Python Data Science Library
âšïž (12:09:00) Example Project: A COVID19 Trend Analysis Data Analysis Tool Built with Python Libraries
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