hello aspirant, some of the best books to learn probability are-

• Probability Through Problems by Marek Capinski and Tomasz Jerzy Zastawniak
• Introduction To Probability by Dimitri P. Bertsekas  and John N. Tsitsiklis
• Statistical Inference by George Casella
• Statistics by R obert S. Witte

Thank you.