Is traveling abroad to study and leaving one's mother alone considered a sin, knowing that the son will contact her daily?

There is no blame upon you for traveling for a need that is difficult to fulfill without it, even if your mother dislikes it. It is recommended to strive to please your mother and reassure her about this journey, and that it is in the son's interest.