Is there a maths book which is aimed at software engineers who don't have much of a maths background, and which is aimed at teaching only the concepts of maths which are needed for machine learning / AI work (e.g calculus, linear algebra, etc)?
Here is a list of top 16 machine learning books aimed at the data scientist (not what you asked but there is a short description with each book). These books are used by universities like Stanford, Caltech, MIT, Harvard, etc.<p>And just to make sure that you are aware of it, there are lots of opencourseware with lecture notes and videos.<p>Caltech/Yaser Abu-Mostafa book info + lecture video at <a href="https://work.caltech.edu/telecourse.html" rel="nofollow">https://work.caltech.edu/telecourse.html</a><p>Stanford/Andrew Ng for course info see <a href="http://cs229.stanford.edu/" rel="nofollow">http://cs229.stanford.edu/</a> for video lectures see <a href="https://www.coursera.org/learn/machine-learning" rel="nofollow">https://www.coursera.org/learn/machine-learning</a>