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Classroom Contents
Python NumPy Tutorial for Beginners
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- 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?)
