How can PHP beginners troubleshoot and resolve incorrect column name errors in MySQL?

When encountering incorrect column name errors in MySQL, PHP beginners can troubleshoot and resolve the issue by carefully checking the column names in their SQL queries against the actual column names in the database table. It's important to ensure that the column names are spelled correctly and match the case sensitivity of the database table. Additionally, using backticks around column names can help avoid errors related to reserved keywords or special characters.

<?php
// Example SQL query with incorrect column name
$sql = "SELECT * FROM users WHERE usernamee = 'john_doe'";

// Corrected SQL query with backticks around column name
$sql = "SELECT * FROM users WHERE `username` = 'john_doe'";
?>