Website viii. Acknowledgments ix. Notation xii. 1 Introduction. 1. 1.1. Who Should
Read This Book? . . . . . . . . . . . . . . . . . . . . 8. 1.2. Historical Trends in Deep
Learning . . . . . . . . . . . . . . . . . 12. I Applied Math and Machine Learning Basics. 27.
2 Linear Algebra. 29. 2.1. Scalars, Vectors, Matrices and Tensors . . . . . . . . . . . . . .
. 29. 
