Python for Data Science: Complete Beginner's Course 📊

Get started with data science using Python! This course covers essential tools like Pandas and NumPy, plus data visualization, cleaning, and machine learning techniques. Perfect for beginners, you'll gain the skills to analyze and interpret data effectively.

YouTube Channel: https://www.youtube.com/@ThePyCoach
Source Code & Datasets: https://github.com/thepycoach/python-for-data-science
Python for Data Science Cheat Sheet (Free PDF): https://artificialcorner.com/p/redeem-my-udemy-courses-for-free
Course in Spanish: https://youtu.be/Rgag-Clu5L4

❤️ 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)

⭐️ Contents ⭐️
⌨️ (0:00:00) Installation and Setup
⌨️ (0:27:23) Python Basics
⌨️ (1:41:41) Introduction to Pandas and Numpy
⌨️ (3:26:15) Project #1 - Web Scraping with Pandas
⌨️ (4:05:36) Filtering Data
⌨️ (5:34:46) Data Extraction
⌨️ (7:31:57) Reshaping and Pivoting Dataframes
⌨️ (7:50:59) Project #2: Making Data Visualizations
⌨️ (8:56:39) GroupBy and Aggregate Function
⌨️ (10:07:41) Merging and Concatenating Dataframes
⌨️ (11:49:12) Regular Expressions
⌨️ (12:45:45) Project #3: Data Cleaning with Pandas
⌨️ (14:17:45) Machine Learning with Python
⌨️ (14:43:45) Project #4: Text Classification with scikit-learn

🎉 Thanks to our Champion and Sponsor supporters:
👾 Drake Milly
👾 Ulises Moralez
👾 Goddard Tan
👾 David MG
👾 Matthew Springman
👾 Claudio
👾 Oscar R.
👾 jedi-or-sith
👾 Nattira Maneerat
👾 Justin Hual

--

Learn to code for free and get a developer job: https://www.freecodecamp.org

Read hundreds of articles on programming: https://freecodecamp.org/news