Literacy Essentials: Core Concepts Generative Adversarial Network

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Jerry Kurata

32:49

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01. Course Overview

01. Course Overview.mp4

01:25

02. GAN Basics

02. GAN Basics.mp4

01:40

03. Neural Network Basics.mp4

04:34

04. Overview.mp4

01:21

03. How GANs Work

05. How GANs Work.mp4

03:06

06. GAN Architecture.mp4

02:20

07. GAN Training.mp4

05:14

08. GAN Issues.mp4

01:47

04. Using GANs to Solve Problems

09. Using GANs to Solve Problems.mp4

00:38

10. Powerful Patterns with GANs.mp4

02:03

11. Use GANs to Generate Training Data.mp4

02:28

12. Summary.mp4

00:31

05. Exploring Example GANs

13. Exploring Example GANs.mp4

03:53

14. Course Summary.mp4

01:49

Description

This course will teach you the theory and code behind General Adversarial Networks (GANs). GANs are self-evaluating and self-improving networks that can create the stunning results you see in generated photos, videos, and sounds.

What You'll Learn?

General Adversarial Networks, or GANs, are powerful neural networks that you have likely already seen in action. In this course, Literacy Essentials: Core Concepts Generative Adversarial Networks, you’ll learn the main idea behind GANs. First, you’ll explore the basics of generator and discriminator networks. Next, you'll discover how to incorporate these networks to create a GAN. Finally, you’ll learn how to apply GANs to solve real-world issues such as image captioning, and complex classification problems. When you’re finished with this course, you’ll have the skills and knowledge of GANs needed to understand how they can be a great addition to your Machine Learning solutions library.

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Machine Learning

Neural Networks

Jerry Kurata

Instructor's Courses

Jerry has Bachelor of Science degrees in Geology and Physics. His plans to work in the oil exploration industry were sidetracked when he discovered he preferred to work with computers on simulation and data processing, instead of reading mud and core samples in the North Sea. His love of computers and tech resulted in him spending many additional hours working on computers while getting his Master’s degree in Computer Science. His current areas of interests include Machine Learning, Big Data, tiny and wearable computer systems, robotics, and building solutions that help people. When not working with computers, Jerry enjoys spending time with his family, traveling and photographing the beauty in our world.

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.