Deep Learning Textbook
Really good book with some great chapters for foundational review on linear algebra and statistics.
https://www.deeplearningbook.org/
Available locally: file:///Users/stevengong/My%20Drive/Books/Ian%20Goodfellow,%20Yoshua%20Bengio,%20Aaron%20Courville%20-%20Deep%20Learning%20(2017,%20MIT).pdf