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all I am saying is every deep learning book I have ever opened is filled with mathematical stuff like this. I want to learn the mathematics for it but I need a
by vivzkestrel 3y ago
all I am saying is every deep learning book I have ever opened is filled with mathematical stuff like this. I want to learn the mathematics for it but I need a starting point. Isnt there atleast one book in the entire world written with this in mind?
- dragandj 3y agoThere is a gradual introduction: Deep Learning for Programmers (https://aiprobook.com/deep-learning-for-programmers/ https://aiprobook.com/deep-learning-for-programmers/)
- Vaslo 3y agoThis is because the authors aren’t trying to teach you anything. They are trying to show how smart they are and make a name for themselves with their peers. They could care less whether you learn. Almost no one doing deep learning will learn much from this.
- currymj 3y ago"Dive Into Deep Learning" may be good in that it usually has code alongside any mathematical notation: https://d2l.ai/index.html https://d2l.ai/index.html I have not actually looked at it in detail, but the legendary Gilbert Strang, in addition to his classic linear algebra course, also has a course that aims to teach enough linear algebra to explain deep learning called "Linear Algebra and Learning From Data". Maybe this is also helpful.
- eightysixfour 3y agoA Hands-On Introduction to Machine Learning by Chirag Shah is a great starting point IMO.