Chapters (18)
- 0:00Introduction to the Course and Outline
- 3:53The Basics of Programming
- 1:11:35Why Python
- 1:33:09How to Install Anaconda and Python
- 1:37:25How to Launch a Jupyter Notebook
- 1:46:28How to Code in the iPython Shell
- 1:53:33Variables and Operators in Python
- 2:27:45Booleans and Comparisons in Python
- 2:55:37Other Useful Python Functions
- 3:20:04Control Flow in Python
- 5:11:52Functions in Python
- 6:41:47Modules in Python
- 7:30:04Strings in Python
- 8:23:57Other Important Python Data Structures: Lists, Tuples, Sets, and Dictionaries
- 9:36:10The NumPy Python Data Science Library
- 11:04:12The Pandas Python Data Science Python Library
- 12:01:31The Matplotlib Python Data Science Library
- 12:09:00Example Project: A COVID19 Trend Analysis Data Analysis Tool Built with Python Libraries
Show the creator's full description
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
❤️ Try interactive Python courses we love, right in your browser: https://scrimba.com/freeCodeCamp-Python (Made possible by a grant from our friends at Scrimba)
⭐️ 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
Description and video by freeCodeCamp.org. This page is an independent companion view; the video is embedded from YouTube.