
This seems to be a personality thing. I was doing a Linear Algebra course last year and complained at the lack of applications in our textbook.
It seemed so strange to me. Here's this wonderful subject with literally dozens of wonderful, practical, illuminating real-world applications, which make the subject more concrete and easier to understand (and help you understand what's the point of all these obscure manipulations). And the book just... doesn't mention a single one of them? It felt both dishonest and pedagogically unskillful.
I expressed these feelings to my classmates and was met with disgust: "We are pure mathematicians. We do not concern ourselves with applications!"
Lucky for me, their disgust led them to discard several wonderful "Linear Algebra With Applications" books to the "free book pile", which I made excellent use of and greatly enjoyed.
That being said, in most of these books the "applications" are confined to a bonus section at the end of each chapter, and do not interfere with the main text.
Calculus, Volume 1, One-variable calculus, with an introduction to linear algebra,
Calculus, Volume 2, Multi-variable calculus and linear algebra with applications to differential equations and probability,
Damn good books.
it's a good applied primer, not big on concepts, more about the mechanics, and it unlocked a lot of things in my head because dry textbook morphisms definitions sent me against imaginary walls faster than c
Books:
- Ian Hacking - Introduction to probability and Inductive Logic
- John Kruschke - Doing Bayesian Data Analysis
- Gareth Williams - Linear Algebra with Applications, Alternate Edition
- Matthew Scarpino - OpenCL in Action
- Michael Nielsen - Neural Networks and Deep Learning
- Goodfellow, Bengio, and Courville - Deep Learning
http://www.amazon.com/Linear-Algebra-Applications-Gareth-Wil...