Master Scientific Computing in Python with NumPy
Explore data science in Python by doing linear algebra, image processing, simple machine learning and more in NumPy!
4.62 (228 reviews)
1,839
students
5.5 hours
content
Apr 2023
last update
$79.99
regular price
What you will learn
Learn to confidently work with vectors and matrices in NumPy.
Learn basic functionality like sorting, calculating means, and finding max/min values.
Learn to draw line plots, bar plots, and scatterplots.
Learn to generate different types of random vectors.
Learn to modify and reshape matrices to your advantage.
Learn Boolean indexing and advanced slicing to extract useful information.
Learn to do basic linear algebra in NumPy like solving linear systems, calculating inverses, and more!
Get an understanding of how ndarrays work and utilize this to create fast code.
Learn Fourier transforms with NumPy and use this to manipulate images and audio.
Learn advanced linear algebra like the QR decomposition and partial least squares.
Learn how to preserve your NumPy objects in different formats.
Learn about neighboring libraries and that NumPy is used everywhere in Python's data science stack.
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3781750
udemy ID
1/17/2021
course created date
4/14/2021
course indexed date
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