Advanced Operations on Arrays with NumPy

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Released 11/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English + vtt | Duration: 48m | Size: 100 MB
Companies have been aggressively working to harvest their large quantities of data and derive meaningful results from them. The first and most important step is to understand how to represent that data and perform mathematical computations
In today's fast paced world, companies are relying heavily on the data that they have been collecting from their client base. This is of course a first step. They need to know how to transform this data and derive meaningful insights for future growth.

In this course, Advanced Operations on Arrays with NumPy, you'll gain the ability to apply complex mathematical operations on the data.
First, you'll explore the differences between Array copy and view, understand the differences between them, and learn when to use them.
Next, you'll discover NumPy's matrix library and learn how to construct matrices, manipulate matrices, and perform basic arithmetic operations.
Finally, you'll learn how to represent systems of linear equations in the form of NumPy matrices, compute eigenvalues, and solve linear equations.
When you're finished with this course, you'll have the skills and knowledge of performing complex mathematical operations on your data needed to build data models and derive meaningful results.
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Operations on Arrays with NumPy
.MP4, AVC, 1280x720, 30 fps | English, AAC, 2 Ch | 1h 27m | 317 MB
Instructor: Axel Sirota​

This course will teach you how to leverage NumPy to up your game in scientific programming, and show you how to use NumPy for numerical processing, including array indexing, math operations, and search.

What you'll learn

Ideal for data scientists in any field, this overview shows you how to use NumPy for numerical processing, including array indexing, math operations, and search. In this course, Operations on Arrays with NumPy, you'll learn how to interact and manipulate NumPy Arrays at will.

First, you'll explore how to do indexing, slicing and mask with binary operators. Next, you'll discover how to perform both linear algebra as well as statistical operations with NumPy arrays. Finally, you'll learn how to sort and search in them any element. When you're finished with this course, you'll have the skills and knowledge of NumPy arrays needed to manipulate them in any application you may need.

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