Literacy Essentials: Core Concepts Data Normalization

Focused View

Dayo Bamikole

33:47

12 View

01. Course Overview

01. Course Overview.mp4

01:33

02. Evaluate Normalization Techniques for Deep Learning

02. Introduction.mp4

00:30

03. What Is Deep Learning.mp4

01:19

04. Deep Learning Use Cases.mp4

02:06

05. What Are Neural Networks.mp4

02:12

06. Challenges in Designing a Deep Learning Solution.mp4

01:26

07. What Is Data Normalization.mp4

01:53

08. Normalization Demo.mp4

01:57

09. Conclusion.mp4

00:45

03. Understand Types of Normalization

10. Introduction.mp4

00:48

11. Batch Normalization.mp4

04:11

12. Convolutional Neural Network.mp4

03:13

13. Layer Normalization.mp4

01:12

14. Instance Normalization.mp4

01:43

15. Group Normalization.mp4

01:39

16. Conclusion.mp4

00:42

04. Case Study on Appropriate Normalization Technique

17. Introduction.mp4

00:37

18. Quick Overview.mp4

00:40

19. Demo-Create A Deep Learning Model With Normalization.mp4

04:03

20. Conclusion.mp4

01:18

Description

This course will teach you about the different types of Data Normalization techniques you can use when preparing your Deep Learning datasets in Machine Learning.

What You'll Learn?

Deep Learning is a branch of Machine Learning based on Neural Networks. In this course, Literacy Essentials: Core Concepts Data Normalization, you’ll learn to use Normalization to place your dataset in an even playing field such that it can be easily analyzed. First, you’ll gain an understanding of why Normalization is needed in Deep Learning and in Machine Learning as a whole. Next, you’ll discover the different Normalization techniques available in Deep Learning. Finally, you’ll learn how to Implement these techniques by taking a look at scenarios. When you’re finished with this course, you’ll have the skills and knowledge of the Core Concepts of Data Normalization needed to understand Deep Learning.

More details

User Reviews

Rating

average 0

Total votes0

Focused display

Machine Learning

Data Science

Big Data

Dayo Bamikole

Instructor's Courses

Dayo is a Technology Specialist with expertise in Cloud Data Solutions, Artificial intelligence, and Web Development. Dayo has traveled around the United States delivering workshops on technical services in the workplace, in over 35 states, as well as Europe. The audience for these workshops varies from Database Administrators to Software Developers. Ifedayo holds several certifications in Azure, such as: Azure Data Engineer, Azure Data Scientist, Azure AI Engineer, Google Cloud Fundamentals and AWS Solutions Architect. Dayo enjoys giving presentations on technology solutions related to real-world activities.

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.