Yeah you can do , you can learn yoga from youtube because a lot of stuff are out there. you may also read books on yoga that how to do an such poses step by step. and simply implement it . But my personal advice to join any live yoga practitinor near your place if you're beginner . and when you get enough experience and know about mistakes then you will do at your at home alone