These are three good books for learning Arabic Language for the non-native speakers. But we should pay your attention that they are for who has slightly good knowledge about Arabic and how to pronounce it. We don't claim that you can consider them as an alternative to a teacher but they are good step for who wants to be excellent at Arabic. With these books, there is an Arabic-English glossary confined to the words mentioned in these books, and the author shows in its introduction how to find any word.
This is the English book "Ibn Taymiyyah Expounds on Islam" - A book of various Fataawa on Islamic faith, life and society. Translated by Muhammad Abdul Haqq Ansari and printed by The Institute of Islamic and Arabic Sciences in America (IIASA).
Author: Sheikh-ul-Islam ibn Taymiyyah
Translators: Mohammed Abdul Haqq Al-Ansari
An incisive, thoroughly research and above all informative discourse on the subject of Prophet Muhammad in the Bible.
Author: Kais Al-Kalby
This is an advice from the previous Grand Mufti in Saudi Arabia in regard to Riba (usury) transactions that have proliferated in the recent times through the numerous financial institutions that have been established throughout the world.
Author: Abdul Aziz bin Abdullah bin Baz
Translators: Jalal Abualrub
An overview of the rites of Hajj, Umrah, and Ziyaarah in the light of Quran and Sunnah.
Author: Muhammad ibn Saleh al-Othaimeen
Source: http://www.islamhouse.com/p/1375
This book includes a comprehensive vision of issues related to the promotion of virtue and prevention of vice and its official establishment in the Kingdom of Saudi Arabia. This book was prepared by a group of Saudi academicians, males and females, representing different Saudi universities and various geographical regions. They address the Western public opinion, its political and intellectual sources. Their aim is to clarify reality for Western public opinion, its political, intellectual and media sources. This reality that remains obscure for this public opinion as a result of certain political circumstances, religious superiority or suspicious media lusts. This reality was obscured from the West by the current rapid international developments and changes.