Neural Networks and Learning Machines (3rd Edition) 精装
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- 语言 : 英语
- ISBN : 0131471392
- 尺寸 : 18.54 x 4.95 x 24.13 cm
5星，共 5 星
美国亚马逊： 18 条评论
it's not a hands-on ML manual2018年12月1日 - 已在美国亚马逊上发表
I have bought this book 3 or 4 years ago, but wasn't able to appreciate the content simply because I wasn't ready for that level. It's not a hands-on ML manual, it doesn't have "let's do dropout because it proved to be useful and looks like it works like brain neurons" either. It is very dry but very comprehensive mathematical introduction into ML, although it's a bit old (for example it suggest to use hyperbolic tangent, but nowadays it's well-known that ReLU less prone to saturation). If you need a book with answers on "WHY" it's a right book, if you need a book with answers to "HOW" you better find something else.
Andre Paulino de Lima
Great textbook for graduate students2016年7月22日 - 已在美国亚马逊上发表
Great textbook for graduate students. Broad overview and introduction to many relevant machine learning approaches in use or study today. Deep enough to enable the student to follow what prominent researchers have been publishing about machine learning in journals like Nature or Science in the last 5 years.
Not bad on the topic2012年12月22日 - 已在美国亚马逊上发表
Haykin is a well known author in this subspecialty and the content of the book seems fine, but it hasn't been updated much from the 2nd edition despite progress in the field. I did fine in a course using the book entirely off a 2nd edition copy and kept this 3e text mostly closed for resale value. The only things I had to note were In chapter 2 it has some updates largely regarding the prevailing Bayesian views and in chapter 8 the problems expanded (old 8.06 is 8.10). As far as presentation, things were done well if sometimes dry (the latter likely because this isn't my area). The required mathematics is presented without tedious re-explanation, but if you aren't prepared for it you might not understand much.
Kindle Edition Riddled With Typos2012年2月12日 - 已在美国亚马逊上发表
This is an excellent book. However, the Kindle edition is full of errors. There are hundreds of missing spaces and extra hyphens. That is annoying. The serious problem (that led me to write this review) is that math symbols used in the text are frequently wrong and/or indecipherable. This is a math book. These errors are just unacceptable. I'm sure the author would be horrified to see what Amazon has done to his masterpiece!
It's a great book. Except is assumes good knowledge in computer ...2015年9月22日 - 已在美国亚马逊上发表
It's a great book. Except is assumes good knowledge in computer ( matlab or R ) other than that the book is more the excellent