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.
A Book detailing the rulings concerning Hajj and Umrah.
Author: Mahmoud Reda Morad Abu Romaisah
Publisher: Islamic Propagation Office in Rabwah
Source: http://www.islamhouse.com/p/1391
This is an important book talks about a common issue misunderstood but misused by lots of thinkers and orientalists. It is “Why did Prophet Muhammad marry Aisha the young girl?” The author shows the reason behind their discussion. They want to distort the picture of Prophet Muhammad not criticize the marriage of young girl. Also if this kind of marriage was strange, why did not the disbelievers of Quraish use it as a pretext against Muhammad?! The author discusses other topics such as: Europe also allows marrying young girls, the age of consent in most countries worldwide.
Publisher: http://www.rasoulallah.net - Website of Rasoulullah (peace be upon him)
Generally regarded as the single most authentic collection of hadiths, Sahih al-Bukhari covers almost all aspects of life in providing proper guidance from the Messenger of Allah. This book is the work of over 16 years by Imam al-Bukhari who before writing any hadith in this book performed two rak'ahs prayer of guidance from Allah and when he was sure of the hadith's authenticity, he wrote it in the book.
Author: Muhammad ibn Ismaeel al-Bukhari
Publisher: http://www.islamspirit.com - Islam Spirit Website
Prophet Muhammad Presents His Brother Jesus To Mankind (Peace And Blessings Be Upon Them).
Author: Zain Al-Abedeen Al-Rakabe
This Small treatise brings to light many amazing and intricate points of benefit with regard to knowledge and discerning between which of its types are beneficial and non-beneficial. The Prophet praised some forms of knowledge while condemning others, at times he would ask Allah to grant him beneficial knowledge while at other times he would seek refuge in Him from non-beneficial knowledge.
Author: Ibn Rajab Al-Hanbali
Reveiwers: Muhammad AbdulRaoof
Translators: Mahmoud Reda Morad Abu Romaisah