I found the answer to my own question.
add_filter( 'term_description', 'shortcode_unautop' );
add_filter( 'term_description', 'do_shortcode' );
remove_filter( 'pre_term_description', 'wp_filter_kses' );
I just added those line of codes into the Child theme’s function.php.
Thanks to this post: How to get a shortcode working in category description
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