Dive into a comprehensive 43-minute tutorial on NumPy for beginners, covering essential concepts from basic array creation to advanced operations. Learn to convert lists to arrays, generate arrays using various methods like .arange() and .zeros(), work with random numbers, master selection and indexing techniques, understand slicing, explore broadcasting, apply conditional selection, and perform operations. Gain a solid foundation in NumPy, a fundamental library for scientific computing in Python, through this structured and informative video guide.
Overview
Syllabus
- What is NumPy
- Convert Lists to Arrays
- Creating an Array with .arange
: Creating an Array with .zeros
- Generating Random Numbers
- Selection and Indexing
- Slicing
- Broadcasting
- Conditional Selection
- Operations
Taught by
Laith Academy
