Pandas Full Python Course - Data Science Fundamentals

NeuralNine

NeuralNine

80,150 views

This video is a full pandas crash course for beginners. We cover everything form basics like indexing to things like querying, filtering and iterating all the way to grouping, concatenating and merging.

◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾
📚 Programming Books & Merch 📚
🐍 The Python Bible Book: https://www.neuralnine.com/books/
💻 The Algorithm Bible Book: https://www.neuralnine.com/books/
👕 Programming Merch: https://www.neuralnine.com/shop

💼 Services 💼
💻 Freelancing & Tutoring: https://www.neuralnine.com/services

🖥️ Setup & Gear 🖥️: https://neuralnine.com/extras/

🌐 Social Media & Contact 🌐
📱 Website: https://www.neuralnine.com/
📷 Instagram: Instagram: neuralnine
🐦 Twitter: Twitter: neuralnine
🤵 LinkedIn: LinkedIn: neuralnine
📁 GitHub: https://github.com/NeuralNine
🎙 Discord: Discord: discord

Timestamps:
(0:00) Intro
(2:16) Environment Setup
(5:58) Series & Data Frames
(12:38) Import & Export Data
(17:00) Data Exploration Functions
(22:24) Statistical Functions & Plotting
(29:20) Accessing Data
(35:29) Manipulating Data (Applying Functions)
(42:44) Data Cleaning
(46:19) Iterating Over Data Frames
(48:03) Filtering & Querying Data
(55:01) Grouping Data
(58:57) Sorting Data
(59:25) Merging, Concatenating & Joining Data
(1:05:24) Outro