Think Data Structures: Algorithms and Information Retrieval in Java (Paperback)
暫譯: 思考資料結構:Java中的演算法與資訊檢索 (平裝本)
Allen B. Downey
- 出版商: O'Reilly
- 出版日期: 2017-08-22
- 定價: $1,398
- 售價: 8.5 折 $1,188
- 語言: 英文
- 頁數: 158
- 裝訂: Paperback
- ISBN: 1491972394
- ISBN-13: 9781491972397
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相關分類:
Algorithms-data-structures
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相關翻譯:
Think Data Structures|Java演算法實作和資料檢索 (Think Data Structures: Algorithms and Information Retrieval in Java) (繁中版)
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商品描述
If you’re a student studying computer science or a software developer preparing for technical interviews, this practical book will help you learn and review some of the most important ideas in software engineering—data structures and algorithms—in a way that’s clearer, more concise, and more engaging than other materials.
By emphasizing practical knowledge and skills over theory, author Allen Downey shows you how to use data structures to implement efficient algorithms, and then analyze and measure their performance. You’ll explore the important classes in the Java collections framework (JCF), how they’re implemented, and how they’re expected to perform. Each chapter presents hands-on exercises supported by test code online.
- Use data structures such as lists and maps, and understand how they work
- Build an application that reads Wikipedia pages, parses the contents, and navigates the resulting data tree
- Analyze code to predict how fast it will run and how much memory it will require
- Write classes that implement the Map interface, using a hash table and binary search tree
- Build a simple web search engine with a crawler, an indexer that stores web page contents, and a retriever that returns user query results
Other books by Allen Downey include Think Java, Think Python, Think Stats, and Think Bayes.
商品描述(中文翻譯)
如果您是學習計算機科學的學生或準備技術面試的軟體開發人員,這本實用的書籍將幫助您以比其他材料更清晰、更簡潔和更具吸引力的方式學習和回顧軟體工程中一些最重要的概念——資料結構和演算法。
作者 Allen Downey 強調實用知識和技能而非理論,向您展示如何使用資料結構來實現高效的演算法,然後分析和測量它們的性能。您將探索 Java 集合框架 (Java Collections Framework, JCF) 中的重要類別,了解它們是如何實現的,以及它們的預期性能。每一章都提供了支持在線測試代碼的實作練習。
- 使用資料結構,如列表和映射,並理解它們的運作方式
- 建立一個應用程式,讀取維基百科頁面,解析內容,並導航生成的資料樹
- 分析代碼以預測其運行速度和所需的記憶體量
- 寫出實現 Map 介面的類別,使用雜湊表和二元搜尋樹
- 建立一個簡單的網頁搜尋引擎,包含爬蟲、存儲網頁內容的索引器,以及返回用戶查詢結果的檢索器
Allen Downey 的其他書籍包括《Think Java》、《Think Python》、《Think Stats》和《Think Bayes》。
