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Hands-On Artificial Intelligence for Search [electronic resource] : Building Intelligent Applications and Perform Enterprise Searches
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| 자료유형 | 단행본 |
|---|---|
| 서명/저자사항 | Hands-On Artificial Intelligence for Search [electronic resource] : Building Intelligent Applications and Perform Enterprise Searches/ Devangini Patel. |
| 개인저자 | Patel, Devangini. |
| 발행사항 | Birmingham: Packt Publishing Ltd, 2018. |
| 형태사항 | 1 online resource (120 p.). |
| 기타형태 저록 | Print version: Patel, Devangini Hands-On Artificial Intelligence for Search : Building Intelligent Applications and Perform Enterprise Searches Birmingham : Packt Publishing Ltd,c2018 9781789611151 |
| ISBN | 9781789612479 1789612470 |
| 일반주기 |
Description based upon print version of record.
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| 내용주기 | 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 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 |
| 요약 | 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 ... |
| 일반주제명 | Computers --Expert Systems. Computers --Web --Search Engines. Internet searching. Expert systems / knowledge-based systems. Computers --Computer Science. Computer science. Artificial intelligence. Application software --Development. Machine learning. Python (Computer program language) COMPUTERS / General. |
| 언어 | 영어 |
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