This video is a full crash course for NumPy in Python. We learn everything from scratch. ◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾ 📚 Programming Books & Merch 📚 🐍 The Python Bible Book: 💻 The Algorithm Bible Book: 👕 Programming Merch: 🌐 Social Media & Contact 🌐 📱 Website: 📷 Instagram: 🐦 Twitter: 🤵 LinkedIn: 📁 GitHub: 🎙 Discord: 🖥️ Setup & Gear 🖥️: 🎵 Outro Music From: Timestamps: (0:00) Intro (1:21) Installation (2:19) NumPy Arrays (5:26) Array Attributes (8:14) Numpy Data Types (15:09) Filling Arrays (20:16) NaN & Inf (22:34) Mathematical Operations (28:31) Array Methods (32:50) Structuring Methods (40:25) Concatenating, Stacking, Splitting (45:35) Aggregate Functions (46:43) NumPy Random (49:38) Exporting & Importing (51:46) Outro