Natural Language Processing in Action: Understanding analyzing and generating text with Python review ↠ PDF DOC TXT or eBook

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Natural Language Processing in Action: Understanding, analyzing, and generating text with Python review ↠ PDF, DOC, TXT or eBook ✓ [Read] ➲ Natural Language Processing in Action: Understanding, analyzing, and generating text with Python AuthorSee examples of it in everything from chatbots to the speech recognition software on their phoneHobson Lane has than years of experience building autonomous systems that Language Processing in eBook #9734 make important decisions on behalf of humans Hannes Hapke is an Electrical Engineer turned Data Scientist with experience in deep learning Cole Howard is a carpenter and writer turned Deep Learning expe. I find the book very helpful for my masters research The only thing is I'm disappointed with the print it is not printed in colour so some of the images and graphs used are redundant less useful and the ink leaks slightly upon highlighting

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G PDF can then apply to a range of challengesKey Features Easy to follow Clear examples Hands on guideAudienceA basic Natural Language PDF or understanding of machine learning and some experience with a modern programming language such as Python Java C orJavaScript will be helpfulAbout the technologyNatural Language Processing NLP is the discipline of teaching computers to read like people and readers can. I bought the kindle version of this book and it is so difficult to read especially figures diagrams etc The texts are everywhere with sometimes chapter headings in the middle of paragraphs Honestly at some point I thought perhaps they could be part of the book to train the reader on messy data but it gets too prohibitive for that I sent a message to the authors but didn't hear from them I must admit I like their approach to trying to make the concepts and theory as simple as possible But for the way the book is writtenrendered it would be a really good book I am now going to look around and see if i can find a better one

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Natural Language Processing in Action Understanding analyzing and generating text with PythonProcessing in Kindle #216 DescriptionModern NLP techniues based on machine learning radically improve the ability of software to recognize patterns use context to infer meaning and accurately discern intent from poorly structured text In Natural Language Processing in Action readers explore carefully chosen examples and expand their machine's knowledge which they Language Processing in Action Understandin. I have been trying to understand NLP techniues and its likely performance for some time as I suspect understanding NLP technologies will get pretty important over the next decade This seems to be the only recent and accessible book on the subject and I typically like the In Action booksThis is pretty gentle and easy introduction for the first few chapters bag or words tokenisation dimension reduction and word vectors before getting into the the details of recurrent networks and LSTM based encoders decoder networks I could follow the first two thirds of the book some of the narrative was a little repetitive in the early chapters There are some coding errata dues to the pace of change in supporting librariesBut it all gets a bit hairy around chapt10 with LSTM encoders decoders This is demanding stuff The explanation is as good or better than other books eg Chollets excellent deep learning book But its still a little beyond my little brain So it reuires a deeper intellectual investment for the last b150 pages and some serious investment in GPU and or cloud based Tensorflow processing capabilityNothing is for free and I fear that the advancement of deep NLP will remain within the big players like Google and Facebook if we are not careful