Python for Data Science - Course for Beginners (Learn Python, Pandas, NumPy, Matplotlib)

freeCodeCamp.org
Youtube
Related Topic
:- Python

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=PLWKjhJtqVAblQe2CCWqV4Zy3LY01Z8aF1Course 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

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