虽然不那么经典,但可作参考. 大概是关于在数据挖掘中用启发式技巧解决问题吧。
2022-02-10 10:20:33 1.84MB data mining heuristic approach
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属于入门级的java学习书籍,因为是全英文版,故适合有一定英语水平的同学学习,此文档为全高清pdf,共758页
2022-02-06 17:07:43 10.95MB java
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Big Data Science & Analytics: A Hands-On Approach By 作者: Arshdeep Bahga – Vijay Madisetti ISBN-10 书号: 0996025537 ISBN-13 书号: 9780996025539 Edition 版本: 1 出版日期: 2016-04-15 pages 页数: (542 ) The book is organized into three main parts, comprising a total of twelve chapters. Part I provides an introduction to big data, applications of big data, and big data science and analytics patterns and architectures. A novel data science and analytics application system design methodology is proposed and its realization through use of open-source big data frameworks is described. This methodology describes big data analytics applications as realization of the proposed Alpha, Beta, Gamma and Delta models, that comprise tools and frameworks for collecting and ingesting data from various sources into the big data analytics infrastructure, distributed filesystems and non-relational (NoSQL) databases for data storage, processing frameworks for batch and real-time analytics, serving databases, web and visualization frameworks. This new methodology forms the pedagogical foundation of this book. Part II introduces the reader to various tools and frameworks for big data analytics, and the architectural and programming aspects of these frameworks as used in the proposed design methodology. We chose Python as the primary programming language for this book. Other languages, besides Python, may also be easily used within the Big Data stack described in this book. We describe tools and frameworks for Data Acquisition including Publish-subscribe messaging frameworks such as Apache Kafka and Amazon Kinesis, Source-Sink connectors such as Apache Flume, Database Connectors such as Apache Sqoop, Messaging Queues such as RabbitMQ, ZeroMQ, RestMQ, Amazon SQS and custom REST-based connectors and WebSocket-based connectors. The reader is introduced to Hadoop Distributed File System (HDFS) and HBase non-relational database. The batch analysis chapter provides an in-depth study of frameworks such as Hadoop-MapReduce, Pig, Oozie, Spark and Solr. The real-time analysis chapter focuses on Apache Storm and Spark Streaming frameworks. In the chapter on interactive querying, we describe with the help of examples, the use of frameworks and services such as Spark SQL, Hive, Amazon Redshift and Google BigQuery. The chapter on serving databases and web frameworks provide an introduction to popular relational and non-relational databases (such as MySQL, Amazon DynamoDB, Cassandra, and MongoDB) and the Django Python web framework. Part III focuses advanced topics on big data including analytics algorithms and data visualization tools. The chapter on analytics algorithms introduces the reader to machine learning algorithms for clustering, classification, regression and recommendation systems, with examples using the Spark MLlib and H2O frameworks. The chapter on data visualization describes examples of creating various types of visualizations using frameworks such as Lightning, pygal and Seaborn.
2022-01-20 16:30:49 108.43MB DESIGN
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可以称为国外的通信原理,里边讲述的都是数字通信的一些基本原理
2022-01-17 16:34:51 31.06MB 通信
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classical book for AI. This is the latest edition which is published recently. Good quality! High readability!
2022-01-12 22:58:05 25.61MB Artificial Intelligence textbook 人工智能
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Computer Architecture, A Quantitative Approach, 5th
2022-01-07 15:06:24 11.92MB Computer Architecture
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Fundamentals of Global Positioning System Receivers:A Software Approach.pdf
2022-01-05 08:40:05 2.63MB GPS
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A Logical Approach to Discrete Math a book for programming logics
2022-01-04 16:39:37 20.27MB formal method programming
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Computer Networking continues with an early emphasis on application-layer paradigms and application programming interfaces (the top layer), encouraging a hands-on experience with protocols and networking concepts, before working down the protocol stack to more abstract layers. This book has become the dominant book for this course because of the authors’ reputations, the precision of explanation, the quality of the art program, and the value of their own supplements. Visit the authors’ blog for information and resources to discuss the newest edition, as well as valuable insights, teaching tips, and discussion about the field of Computer Networking http://kuroseross.com
2022-01-02 01:59:36 8.64MB networking Kurose Ross
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Differential Evolution A Practical Approach to Global Optimization 差分进化算法
2021-12-20 11:30:44 10.59MB 差分进化 全局优化
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