| 书目名称 | Network Data Analytics | | 副标题 | A Hands-On Approach | | 编辑 | K. G. Srinivasa,Siddesh G. M.,Srinidhi H. | | 视频video | | | 概述 | Introduces tools for data analytics, machine learning for data analytics, and for exploring and visualizing data.Suitable as both a practical guide and a reference for researchers and students.Provide | | 丛书名称 | Computer Communications and Networks | | 图书封面 |  | | 描述 | In order to carry out data analytics, we need powerful and flexible computing software. However the software available for data analytics is often proprietary and can be expensive. This book reviews Apache tools, which are open source and easy to use. After providing an overview of the background of data analytics, covering the different types of analysis and the basics of using Hadoop as a tool, it focuses on different Hadoop ecosystem tools, like Apache Flume, Apache Spark, Apache Storm, Apache Hive, R, and Python, which can be used for different types of analysis. It then examines the different machine learning techniques that are useful for data analytics, and how to visualize data with different graphs and charts.. .Presenting data analytics from a practice-oriented viewpoint, the book discusses useful tools and approaches for data analytics, supported by concrete code examples. The book is a valuable reference resource for graduate students and professionals in related fields, and is also of interest to general readers with an understanding of data analytics.. | | 出版日期 | Book 2018 | | 关键词 | Hadoop; Data Analytics; Data Visualization; High Performance Computing; Machine Learning Algorithms | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-319-77800-6 | | isbn_softcover | 978-3-030-08544-5 | | isbn_ebook | 978-3-319-77800-6Series ISSN 1617-7975 Series E-ISSN 2197-8433 | | issn_series | 1617-7975 | | copyright | Springer International Publishing AG 2018 |
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发表于 2025-3-21 18:05:02
