If you have deleted a product from inventory management, you can quickly re-activate this product.
1. Navigate to Inventory > Inventory Management
2. Click the checkbox to 'Include inactive records?'
3. Click the blue 'Activate' link on the far right column to re-activate the product. Then it will show up in your inventory management again.