How to handle my row actions on a custom list table in the admin section

I have set up a plugin that because of the amount of data being used I set up a custom table and have extended the WP_List_Table class. I know that is not recommended, but Custom Post Types just won’t offer what I need. I plan on including a copy of the WP_List_Table class when releasing this project to prevent any unwanted bugs…

Anyhow, I have the following code and have went through a lot of tutorials on extending the WP_List_Table class, but have hit a wall.

function column_name( $item ) {
  $title = '<strong>' . $item['projectName'] . '</strong>';

  $actions = [
    'edit'    => sprintf( '<a href="?page=%s&action=%s&project=%s">Edit</a>',
      $_REQUEST['page'], 'edit', $item['projectID'] ),
    'delete'  => sprintf( '<a href="?page=%s&action=%s&project=%s">Delete</a>',
      $_REQUEST['page'], 'delete', $item['projectID'] )
  ];

  return $title . $this->row_actions( $actions );
}

When I click edit, all that happens is a url change. I am not sure how to actually generate a form/admin page to edit/update a project when the edit button is clicked. I am also getting a redirection error when “delete” is clicked, which I plan on getting to later. I assume for delete I just need to make sure I have the proper SQL statement to remove the project from the database.

Thank you in advance for your help.