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Hands-On Artificial Intelligence for Search: Building Intelligent Applications and Perform Enterprise Searches/ Devangini Patel.
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| dc.contributor.author | Patel Devangini. | |
| dc.date.accessioned | 2024-01-26T21:30:53Z | |
| dc.date.available | 2024-01-26T21:30:53Z | |
| dc.date.issued | 2018 | |
| dc.identifier.citation | Patel. Hands-On Artificial Intelligence for Search: Building Intelligent Applications and Perform Enterprise Searches - Birmingham: Packt Publishing Ltd, 2018 - 1 online resource (120 p.) - URL: https://libweb.kpfu.ru/ebsco/pdf/1881490.pdf | |
| dc.identifier.isbn | 9781789612479 | |
| dc.identifier.isbn | 1789612470 | |
| dc.identifier.uri | https://dspace.kpfu.ru/xmlui/handle/net/178167 | |
| dc.description | Description based upon print version of record. | |
| dc.description.abstract | In this book, you will understand what artificial intelligence is. It explains in detail basic search methods: Depth-First Search (DFS), Breadth-First Search (BFS), and A* Search, which can be used to make intelligent decisions when the initial state, end state, and possible actions are known. Random solutions or greedy solutions can be found ... | |
| dc.description.tableofcontents | Cover; Title Page; Copyright and Credits; Packt Upsell; Contributors; Table of Contents; Preface; Chapter 1: Understanding the Depth-First Search Algorithm; Installing and setting up libraries; Setting up Python; Setting up Graphviz; Installing pip; Introduction to file searching applications; Basic search concepts; Formulating the search problem; Building trees with nodes; Stack data structure; The DFS algorithm; Recursive DFS; Do it yourself; Summary; Chapter 2: Understanding the Breadth-First Search Algorithm; Understanding the LinkedIn connection feature; Graph data structure | |
| dc.description.tableofcontents | Queue data structureThe BFS algorithm; BFS versus DFS; Order of traversal; Data structures; Memory; Optimal solution; Do it yourself; Summary; Chapter 3: Understanding the Heuristic Search Algorithm; Revisiting the navigation application; The priority queue data structure; Visualizing a search tree; Greedy BFS; A* Search; What is a good heuristic function? ; Properties of a good heuristic function; Admissible; Consistent; Summary; Other Books You May Enjoy; Index | |
| dc.language | English | |
| dc.language.iso | en | |
| dc.publisher | Birmingham Packt Publishing Ltd | |
| dc.subject.other | Computers -- Expert Systems. | |
| dc.subject.other | Computers -- Web -- Search Engines. | |
| dc.subject.other | Internet searching. | |
| dc.subject.other | Expert systems / knowledge-based systems. | |
| dc.subject.other | Computers -- Computer Science. | |
| dc.subject.other | Computer science. | |
| dc.subject.other | Artificial intelligence. | |
| dc.subject.other | Application software -- Development. | |
| dc.subject.other | Machine learning. | |
| dc.subject.other | Python (Computer program language) | |
| dc.subject.other | COMPUTERS / General. | |
| dc.subject.other | Electronic books. | |
| dc.title | Hands-On Artificial Intelligence for Search: Building Intelligent Applications and Perform Enterprise Searches/ Devangini Patel. | |
| dc.type | Book | |
| dc.description.pages | 1 online resource (120 p.) | |
| dc.collection | Электронно-библиотечные системы | |
| dc.source.id | EN05CEBSCO05C147 |
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