How to Remove the product assignment from the category Magento 2?

Remove the product assignment from the category by category id and SKU in Magento 2 useful for removing unnecessary products from the Category by Programmatic approach.

Let’s We want to delete the product has SKU “24-MB04” from the Watches Category in Native Magento with Sample data.

We required category id for Watches Category is 6 and We have already product SKU, Use interface class, Magento\Catalog\Api\CategoryLinkRepositoryInterface and method deleteByIds() to remove / unassigned products from the Category.

<?php
namespace Jesadiya\UnassignedProduct\Model;

use Exception;
use Magento\Catalog\Api\CategoryLinkRepositoryInterface;

class UnassignedProductFromCategory
{
    /**
     * @var CategoryLinkRepositoryInterface
     */
    private $categoryLinkRepository;

    public function __construct(
        CategoryLinkRepositoryInterface $categoryLinkRepository
    ) {
        $this->categoryLinkRepository = $categoryLinkRepository;
    }

    /**
     * Assigned Product to single/multiple Category
     *
     * @param int $categoryId
     * @param string $sku
     * @return bool
     */
    public function unassignedProductFromCategory($categoryId, $sku)
    {
        $isProductUnassigned = false;
        try {
            $isProductUnassigned = $this->categoryLinkRepository->deleteByIds($categoryId, $sku);

        } catch (Exception $exception) {
            throw new Exception($exception->getMessage());
        }

        return $isProductUnassigned;
    }
}

Pass required parameter from the method definition,

$sku = "24-MB04";
$categoryId = "6";
$productAssigned = $this->unassignedProductFromCategory($sku, $categoryId);

Output:
Boolean

Run Indexer command:
php bin/magneto indexer:reindex catalog_category_product catalog_product_category

When you check the Gear -> Watches Category from the front end, Product Aim Analog watch not display to the Category.