Toby Segaran is the author of Programming Collective Intelligence, a very popular O'Reilly title. He was the founder of Incellico, a biotech software company later acquired by Genstruct. He currently holds the title of Data Magnate at Metaweb Technologies and is a frequent speaker at technology conferences.
Toby blogs at:
May 24 2015距離125mで高度上昇26m、２２％の坂を頑張りました。 I went out for a long bike in the mountains of northern Kyoto on Saturday, and after 120km (75mi) of tough ups and pleasant downs with friends (that I'll write about separately), I made an attempt at a hill so steep that its name on Strava is "Nasty". It's… read more
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May 23 2015Picture by Retronator Deep learning is a very weird technology. It evolved over decades on a very different track than the mainstream of AI, kept alive by the efforts of a handful of believers. When I started using it a few years ago, it reminded me of the first time… read more
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May 22 2015Subscribe to the O’Reilly Radar Podcast to track the technologies and people that will shape our world in the years to come. In this week’s Radar Podcast, I chat with Cait O’Riordan, VP of product, music and platforms at Shazam. … read more
May 22 2015read more
"At last, a book that tells what the semantic web can do, rather than explaining how the world might be if, overnight everything on the web suddenly became semantic."
"A worthwhile book if you work with data whether you be a consumer or producer."
"Reading this book isn't like reading an IT textbook. It's like reading an adventure story that wows you with each chapter. I bet you'll be so amazed by some of the stories here that you'll share them with colleagues. It's that interesting."
"This book was, to me, truly extraordinary and truly entertaining. I read it in pieces over the course of a few weeks, and it was lovely to take in one story one angle on data problems or applications and muse on it on and off until I had a few minutes to read the next. Its a book that lends itself to piecemeal reading, jumping around, and rereading at will. And its one I recommend not just to IT pros, but to everyone. "
"While the book is indeed beautiful, it more importantly provides a set of carefully described case studies in all phases of the data capture, processing,analysis, communication and visualization life cycle. "
"...Programming the Semantic Web serves as a solid introduction and survey of the tools and techniques necessary to make it into something worth your effort...I can say that after reading this book, I finally get the concept of semantic data and the relationships it defines...
The examples in this book are quite useful and not too abstract. "
"I would highly recommend this book to anyone who wants to understand important Web 2.0 concepts involving analysis of information and data or who needs to implement a Machine Learning or Data Mining application. "
"...Toby Seagram does an excellent job of making programming approaches easy to understand. I highly recommend the book even if you never plan to implement any of the algorithms, just to develop a conceptual understanding of how they work."
"...the must-have book for Web 2.0 and Web 3.0 applications."
"Any library strong in programmer's guides needs Programming Collective Intelligence: it backs in details on machine statistics and uses these insights as models for creating more effective online systems."
"If you're working with existing data this may spark off an inspiration that will let you add some new features or up your accuracy. Or if you're presented with a problem this book may give you techniques that will help you solve it without having to work everything out from first principles. It's well written manual that'll handily expand your repertoire."
"This is one of the best books I've read in the last few years. It has a very natural and easy to follow format, with simple but powerful pieces of code written in Python...I highly recommend this book to learn about different techniques and to give you insight of what you can do with information in general. "
"Segaran's examples are all interesting, and both his explanations and his code are exceptionally clear. Some readers will find there's more math in the book than they'd like, but given the subject matter, that can't be helped. With a few more exercises at the end of each chapter, it'd be a great textbook; as it is, it's an excellent introduction to a topic that grows more important every day."
"If you are into developing intelligent software, or simply learning more about intelligent methods, this is a great book for you. The book is very well written with easy to follow Python code, clear explanations of the code, and then something often overlooked: showing the results. The interactive nature of Python allows you to work thru each code example. This makes for an excellent learning paradigm...This is the kind of book, I wish I had a month off to work thru all the examples, even as a good review."
"Statistical programmers will probably find years of entertainment here. :) "Normal" programmers will expand their horizons, too."
"It's an excellent book for anyone who wonders how to use data from other websites or how to use user behavior to learn how to service those users better. Toby Segaran, the author, uses a clear and expository style that allows you to learn how collective intelligence techniques work, in addition to seeing implementations of the techniques (in Python, but porting from Python isn't difficult, especially with how clear his explanations are.)...All told, it's a fascinating book. Web 2.0 isn't just about interactivity its about intelligence, too. Interactivity is easy to achieve, with so many web frameworks that focus on interaction. Intelligence is a little harder and this book goes a long way to making it easy."
"Once in a while a book comes in that breaks the mold. Programming Collective Intelligence: Building Smart Web 2.0 Applications, by Toby Segaran is one of them. Basically, Programming Collective Intelligence is a book about analyzing Web data using statistical and AI methods in Python. It's more interesting than that sounds, however, at least partly because it's very practical and pragmatic."
"I first learned of this book just a few weeks ago, shortly before it was available. I immediately read the sample chapter on the publisher's website and was certain I had to get ahold of a copy...I was not in the least bit disappointed with what I found. It has been quite a while since I've looked at any Python code (I'm more of a Ruby fan, personally), but the code is easy to follow and it's a simple matter to extract the basic concepts into any language...Finally, I should mention that the last chapter does what so many other technical books should but don't: it clearly summarizes everything he has shown you. He does this in a straightforward way so that you won't have to go searching through the book, rereading everything again, to put these techniques into practice."
"Programming Collective Intelligence is my must have book for 2007. Ive been looking for a book that was able to explain machine learning, data mining and the related mathematics. I think Ive found it! "
"Bravo! I cannot think of a better way for a developer to first learn these algorithms and methods, nor can I think of a better way for me (an old AI dog) to reinvigorate my knowledge of the details."
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