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Python for Data Science – Course for Beginners

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Curriculum for the course Python for Data Science – Course for Beginners

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

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