(Ebook) AI-Powered Search (MEAP) by Trey Grainger, Doug Turnbull, Max Irwin ISBN 9781617296970, 161729697X

(Ebook) AI-Powered Search (MEAP) by Trey Grainger, Doug Turnbull, Max Irwin ISBN 9781617296970, 161729697X

AI-Powered Search teaches you the latest machine learning techniques to create search engines that continuously learn from your users and your content, to drive more domain-aware and intelligent search. Today’s search engines are expected to be smart, understanding the nuances of natural language queries, as well as each user’s preferences and context. AI-Powered Search is an authoritative guide to applying leading-edge data science techniques to search. Written by Trey Grainger, the Chief Algorithms Officer at Lucidworks, AI-Powered Search empowers you to create and deploy search engines that take advantage of user interactions. Working through code in interactive notebooks, you'll learn how to build search engines that automatically understand the intention of a query in order to deliver significantly better results What's inside• Using reflected intelligence to continually learn and improve search relevancy• Natural language search with automatically-learned knowledge graphs• Semantic search with domain-specific terms, phrases, concepts, and relationships• Personalized search utilizing user behavioral signals and learned user profiles• Automated Learning to Rank (machine-learned ranking) from user signals• Word embeddings, vector search, question answering, image and voice search, and other modern search paradigms