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Classroom Contents
NumPy Crash Course - Complete Tutorial
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- 1 - Overview
- 2 - NumPy Introduction
- 3 - Installation and Basics
- 4 - Array vs List
- 5 - Dot Product
- 6 - Speed Test array vs list
- 7 - Multidimensional nd arrays
- 8 - Indexing/Slicing/Boolean Indexing
- 9 - Reshaping
- 10 - Concatenation
- 11 - Broadcasting
- 12 - Functions and Axis
- 13 - Datatypes
- 14 - Copying
- 15 - Generating arrays
- 16 - Random numbers
- 17 - Linear Algebra Eigenvalues / Solving Linear Systems
- 18 - Loading CSV files
