Well at last of through extensive research I found the Books and other Resource that would give me a sound knowledge in Mathematics from Ground-Up Finally!!!!
What Is Mathematics An Elementary Approach to Ideas and Methods By Richard Courant and Herbert Robbins
How to Solve It a new aspect to Mathematical Methods By G.Polya
Introduction to Algebra by Peter Cameron
Introduction to Algorithms 3rd Edition By Al. Cormen
A History of Algorithms From the Pebble to the Microchip By Jean-Luc Chabert
A Introduction to Mathematical Reasoning By Peter J.Eccles
Mathematics for Computer Science By Eric Leham, F. Thomson Leighton, Albert R Meyer [There is a free Video cource about this book in MIT Opencourse]
Discrete Math for Computer Science Students By Ken Bogart,Scot Drysdale and Cliff Stein
Concrete Mathematics By Ronald L. Graham, Oren Patashnik and Donald E. Knuth
!!!!Any Sugesstion on Other Resource and Books Related to the Topic is Welcomed!!!!