Python NumPy: Scientific Computing with Python

$29.99

With this Python NumPy: Scientific Computing with Python course, you'll begin with an introduction to NumPy and take a tour of NumPy's features. Then you'll move on to topics such as matrices, deviations, Eigen values, and covariance. You'll finish with a real-world project utilizing the included resource files. Get ready to learn this fundamental scientific library for Python!

Length: 1 hr

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Description

This Python NumPy: Scientific Computing with Python course provides a thorough understanding of NumPy’s features and when to use them.

NumPy is mainly used in matrix computing. We’ll do a number of examples specific to matrix computing, which will allow you to see the various scenarios in which NumPy is helpful. There are a few computational computing libraries available for Python. It’s important to know when to choose one over the other. Through rigorous exercises, you’ll experience where NumPy is powerful and develop an understanding of the scenarios in which NumPy is most useful.

Course goals:

  • Express fully why NumPy should be used
  • Ability to install NumPy
  • Understanding of how to use NumPy

Sample clip

 

CHAPTER 1: NUMPY
Introduction
What is Numpy
Basic Mathematics
Tour of Numpy I
Tour of Numpy II
Matrices
Deviations
Eigen Values
Covariance
Project (Determinants)
Summary

Brett Romero is a software engineer and entrepreneur. He has started several businesses, including Bitesize Business School, where he writes about applying business principles to the real world and solving technology issues that every online business faces. His first business, Cygen, was a web design consulting business, from which he also created his first product – a JavaScript-based chatroom web application.

Brett has written desktop applications in languages running from Delphi to C# winforms/WPF, as well as built ASP.NET webforms and MVC based applications. When the iOS SDK was first introduced, he bought a Macbook and began building apps for the iPhone. He currently has seven apps in the iTunes App Store.

Brett holds an MBA from ASU (’14). His undergraduate major was in mathematics. Before graduating, he decided to get a business degree. He continued taking mathematics courses at the University of Washington after completing his undergraduate degree.

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