[Publishing live] "Collective smart programming" starts reservation on the Internet

Collective Smart Programming Basic Information

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[Author] Toby segaran [same author's work] [Translator's introduction]

[Translated by] Mo Ying; Wang Kaifu [same translator's work]

[Release news agency] Electronic Industry Publishing House [book no.] 9787121075391

[Publication date] January 2009 [start] 16 open [Page code] 1 [version] 1-1

[Content Overview]

This book is based on machine learning and computing statistics. It specifically describes how to mine and analyze Web data and resources, and how to analyze user experience, marketing, personal taste, and many other information, and draw useful conclusions, through complex algorithms to obtain, collect and analyze user data and feedback information from the Web site, in order to create new user value and business value. The book is informative, including collaborative filtering technology (to achieve the recommendation function of associated products) and cluster data analysis (to explore similar data subsets in large-scale data sets), search engine core technologies (crawlers, indexes, query engines, PageRank algorithms, etc), search for massive amounts of information and analyze and calculate the conclusion of the optimization algorithm, Bayesian Filtering Technology (SPAM filtering, text filtering) use decision tree technology for prediction and decision modeling, information matching technology for social networks, machine learning, and AI applications.
This book is an excellent choice for Web developers, architects, and application engineers.

[Introduction to translators]Toby segaran is the software development director of genstruct, a company involved in the field of computing biology. He is responsible for designing algorithms and using data mining technology to help understand the pharmaceutical mechanism. Toby segaran also serves several other companies and several open-source projects to help them analyze and explore value from the collected data. In addition, Toby segaran has created several free website applications, including popular tasktoy and lazybase. He enjoys skiing and wine tasting. His blog address is blog.kiwitobes.com and now lives in San Francisco.