How to load Magento product by SKU or by product id to get product name, Image, and other useful information.

Load product by SKU
$product = Mage::getModel('catalog/product')->loadByAttribute('sku','product_sku');

Load product by product id
$product = Mage::getModel('catalog/product')->load($product_id);