Pagan Holidays or God’s Holy Days: Which?

Does it make any difference which days we observe — or whether we keep them? Does the Bible establish whether we are to keep certain days holy to God? Were these days given to ancient Israel only? Are they binding today only on the Jewish people, while Christians are commanded to keep holidays such as Christmas?