Completed
The Basics (creating arrays, shape, size, data type)
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Python NumPy Tutorial for Beginners
Automatically move to the next video in the Classroom when playback concludes
- 1 What is NumPy
- 2 NumPy vs Lists (speed, functionality)
- 3 Applications of NumPy
- 4 The Basics (creating arrays, shape, size, data type)
- 5 Accessing/Changing Specific Elements, Rows, Columns, etc (slicing)
- 6 Initializing Different Arrays (1s, 0s, full, random, etc...)
- 7 Problem #1 (How do you initialize this array?)
- 8 Be careful when copying variables!
- 9 Basic Mathematics (arithmetic, trigonometry, etc.)
- 10 Linear Algebra
- 11 Statistics
- 12 Reorganizing Arrays (reshape, vstack, hstack)
- 13 Load data in from a file
- 14 Advanced Indexing and Boolean Masking
- 15 Problem #2 (How do you index these values?)
