Hebrew from Scratch is also known as 'Ivrit min hathahala'. It's a comprehensive textbook, grammar and exercise book for the beginner adult student. Widely used by high school and university students. The instructions for the exercises as well as the translations of the vocabulary lists are in English. Otherwise, the course is based on Hebrew-only instruction.
One of the best, friendliest, Hebrew teaching books, this book immerses the student in Hebrew, but without overwhelming the English speaker who is trying to learn a language that is so very different than English. A guide for this book can be purchase separately.
An audio CD with listening exercises organized to match the lessons in the book is available here