Data Science Tales - A Tech blog by Bia Chaudhry

Before anything else, we must have the essential Maths skills for Machine Learning... So that is why we will have a brief overview of all the mathematical concepts, which will help us to pursue our ML (Machine Learning) course. I found the course on Edx very useful, if you want to refresh your mathematics concepts then you may look at this course; the link is given below: Essential Math for Machine Learning: Python Edition

Linear Algebra is one of the most important courses in software engineering. But, sometimes you feel like its not so linear, rather non-linear. So, if your linear algebra is dangling then don't worry because I have something for you. MIT offers open courses, these courses are taught by the most prominent and amazing Teachers. MIT made a series of videos covering Linear Algebra. Respected Professor Gilbert Strang taught this course. You can find it here . Now, you certainly need some book regarding this very subject, my honorable Professor gave some notes to my class, these are below: you can download them: You can also get the following Linear Algebra book: So enjoy, with the  Solution Manual  too :)