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Pros & Cons
Pros
This book is especially valuable if you know the basic intuition behind machine learning and neural networks, and want to combine this intuition with a formal mathematical understanding. For example, partial differentiation and gradients are explained... Read More
Cons
This isn't actually a proper ebook; it's just a pdf. The books starts with a nice beginning,but eventually looses the charm and concepts as it progresses. Cumbersome notation, and below average presentation.

Highlights
Quality
I love the topic and i want to expand my depth and breadth of knowledge--and i'm not disappointed.
Very good product and service 100% recommended.
Starts with the basics using clear examples and explanations.
One of my reason to buy this is for the solutions.
Overview
- How are reviewers describing this item?
linear, mathematical, clear, prior and through. - Our engine has profiled the reviewer patterns and has determined that there is minimal deception involved.
- Our engine has determined that the review content quality is high and informative.
- Our engine has discovered that over 90% high quality reviews are present.
- This product had a total of 539 reviews as of our last analysis date on Jul 8 2022.
Helpful InsightsBETA
Posted by a reviewer on Amazon
However if you have already taken these courses or taken much more difficult math this book is a disappointment it references a lot of other texts when the math gets interesting i
Posted by a reviewer on Amazon
Instead of covering the approximation of linear equations via krylov methods it just reference other texts if you are interested
Posted by a reviewer on Amazon
Author has given references where to do further studies
Posted by a reviewer on Amazon
The book is the missing piece between books like artificial intelligence a modern approach and the mathematics you require to take such an undertaking
Posted by a reviewer on Amazon
The explanations are clear and the book is designed to bring clarity and lucidity onto the topics not send the student on an endless pit of proofs and rigor
Posted by a reviewer on Amazon
The authors even say in the preface of this book that it is terse and they werent kidding
Posted by a reviewer on Amazon
They do not explicitly explain the mathematical concepts they use in their examples and i have spent lots of time trying to decipher and search the internet for explanations to comprehend whats in this book
Posted by a reviewer on Amazon
This isnt necessarily a fault of the book per se
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