Automagically add Google AMP functionality to your site. Tons of Premium Features for FREE. Show/Hide Post Types, Categories, and Tags.

Noted That:

To install correctly this amp-wp.zip.
Fisrt Download the amp-wp.zip to your computer
Extract/Open amp-wp.zip to Your Computer.
Then, Find readme.txt file inside amp-wp.zip and Open readme.txt.
Now, Read the Requirements of this plugin. Which Wordpress Version and PHP Version are required to run this Plugin in Your Wordpress Site.
Then, Follow the the Tips Below.

Start the Tips:

1. First Download "amp-wp.zip" Plugin to your Local Computer. (Click Download)

2. Then, Login to your "yourdomain.com/wp-admin" Dashboard.

3. Then, Click on "Plugins" + "Add New" from left sidemenu of Dashboard.

4. Now, Click on "Upload Plugin" button.

5. Now, Browse "amp-wp.zip" Downloaded plugin from your computer, Where you downloaded amp-wp.zip According to Step – 1 Above then, click on "Install Now"

6. Now, Click on "Active Plugin"

7. Then, See left sidemenu. "AMP WP – Google AMP For WordPress" folder is added on left sidemenu. Now, Click on "AMP WP – Google AMP For WordPress" folder.

Noted that: If you do not see "AMP WP – Google AMP For WordPress" folder on left sidemenu then, see at left sidemenu "Settings" or "Tools".

8. Now you configure yourself oR Watch video tutorial below about AMP WP – Google AMP For WordPress Configurtions and Settings or How to work "AMP WP – Google AMP For WordPress" in your WordPress site.

After Activated Plugin According to Step-6 then,

Go to "Plugins" + "Installed Plugin" from Wordpress Admin Panel Leftside Menu.
or Direct go to: https://yourdomain/wp-admin/plugins.php
Then, Find "AMP WP – Google AMP For WordPress" Activated Plugin from Plugin List.
Then, Click on "Settings" from Plugin that is AMP WP – Google AMP For WordPress
Now, Edit/Add/Config the setting and Click on "Save Changes" button,

Guide

Guide
Minimum Requirements Install Regenerate Thumbnails and regenerate your post thumbnails to avoid breaking the layout on post list. PHP version 5.6 or greater (PHP 7.0 or greater is recommended) MySQL version 5.0 or greater (MySQL 5.6 or greater is recommended) Automatic Installation Automatic installation is the easiest option as WordPress handles the file transfers itself and you don’t even need to leave your web browser. To do an automatic install, log in to your WordPress admin panel, navigate to the Plugins menu and click Add New. In the search field type “AMP WP” and click Search Plugins. Once you’ve found the plugin you can view details about it such as the point release, rating and description. Most importantly of course, you can install it by clicking Install Now. Manual Installation This section describes how to install the plugin and get it working. Download the plugin file to your computer and unzip it. Using an FTP program, or your hosting control panel, upload the unzipped plugin folder to your WordPress installation’s `wp-content/plugins/` directory to your web server. Activate the plugin through the ‘Plugins’ from menu in WordPress admin panel. Use the AMP WP -> Customize AMP screen to configure the plugin

Minimum Requirements

Install Regenerate Thumbnails and regenerate your post thumbnails to avoid breaking the layout on post list.
PHP version 5.6 or greater (PHP 7.0 or greater is recommended)
MySQL version 5.0 or greater (MySQL 5.6 or greater is recommended)

Automatic Installation

Automatic installation is the easiest option as WordPress handles the file transfers itself and you don’t even need to leave your web browser. To do an automatic install, log in to your WordPress admin panel, navigate to the Plugins menu and click Add New.

In the search field type “AMP WP” and click Search Plugins. Once you’ve found the plugin you can view details about it such as the point release, rating and description. Most importantly of course, you can install it by clicking Install Now.

Manual Installation

This section describes how to install the plugin and get it working.

Download the plugin file to your computer and unzip it.
Using an FTP program, or your hosting control panel, upload the unzipped plugin folder to your WordPress installation’s wp-content/plugins/ directory to your web server.
Activate the plugin through the ‘Plugins’ from menu in WordPress admin panel.
Use the AMP WP -> Customize AMP screen to configure the plugin

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Reffered: https://wordpress.org/