Module 3: NumPy with Python
NumPy is a powerful numerical computing library for Python. It stands for "Numerical Python" and provides support for large, multi-dimensional arrays and matrices, along with an extensive collection of mathematical functions to operate on these arrays.
NumPy is a fundamental building block for various scientific and data-related tasks in Python.
🔸Key features and functionalities of NumPy include:
🔸N-dimensional arrays
🔸Mathematical operations
🔸Broadcasting
🔸Indexing and slicing
🔸Integration with other libraries
🔸Random number generation
Timecodes
0:00 - intro
08:25 - n dimensional arrays
20:35 - filtering arrays
25:57 - mathematical functions
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