Operations on Arrays with NumPy

Focused View

Chris Behrens

1:27:04

78 View

1. Course Overview

1. Course Overview.mp4

01:40

2. Intoduction

1. Introduction.mp4

01:44

2. Getting the Best out of This Course.mp4

02:16

3. Version Check.mp4

01:18

4. What Will You Be Able to Do When Finishing This Course.mp4

00:54

5. Outline of the Course.mp4

00:53

03. Slicing and Indexing NumPy Arrays

01. Recap of NumPy.mp4

02:31

02. Demo - Slicing NumPy Arrays - Part1.mp4

06:02

03. Demo - Slicing NumPy Arrays - Part2.mp4

05:14

04. Demo - Slicing NumPy Arrays - Part3.mp4

03:23

05. Demo - Slicing with Strides.mp4

03:59

06. Demo - Boolean Masks and Indexing - Part1.mp4

05:41

07. Demo - Boolean Masks and Indexing - Part2.mp4

03:12

08. Demo - Boolean Masks and Indexing - Part3.mp4

04:23

09. Broadcasting.mp4

02:20

10. Demo - Broadcasting.mp4

07:29

11. Key Takeaways and Tips.mp4

01:28

4. Operating with NumPy Arrays

1. Introduction.mp4

00:11

2. Demo - Basic Arithmetic with NumPy Arrays - Part1.mp4

04:05

3. Demo - Basic Arithmetic with NumPy Arrays - Part2.mp4

04:40

4. Demo - Linear Algebra in NumPy Arrays.mp4

05:35

5. Key Takeaways and Tips.mp4

01:29

5. Searching in NumPy Arrays

1. Introduction.mp4

00:08

2. Demo - Sort vs. Search in NumPy Arrays - Part1.mp4

04:34

3. Demo - Sort vs. Search in NumPy Arrays - Part2.mp4

04:07

4. Demo - Byte Operations and Changing Byte Ordering in NumPy.mp4

05:09

5. Where to Go Next.mp4

02:39

Description

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.

More details

User Reviews

Rating

average 0

Total votes0

Focused display

NumPy

Chris Behrens

Instructor's Courses

Pluralsight

View courses Pluralsight

Pluralsight, LLC is an American privately held online education company that offers a variety of video training courses for software developers, IT administrators, and creative professionals through its website. Founded in 2004 by Aaron Skonnard, Keith Brown, Fritz Onion, and Bill Williams, the company has its headquarters in Farmington, Utah. As of July 2018, it uses more than 1,400 subject-matter experts as authors, and offers more than 7,000 courses in its catalog. Since first moving its courses online in 2007, the company has expanded, developing a full enterprise platform, and adding skills assessment modules.