【数据科学】 Practical Data Science with Hadoop and Spark (2016)

是 否 +2 论坛币

k人 参与回答

经管之家送您一份

应届毕业生专属福利!

求职就业群

赵安豆老师微信：zhaoandou666

经管之家联合CDA

送您一个全额奖学金名额~ !

立即领取

感谢您参与论坛问题回答

经管之家送您两个论坛币！

+2 论坛币

Practical Data Science with Hadoop and Spark: Designing and Building Effective Analytics at Scale

By Ofer Mendelevitch, Casey Stella, Douglas Eadline



The Complete Guide to Data Science with Hadoop—For Technical Professionals, Businesspeople, and Students

Demand is soaring for professionals who can solve real data science problems with Hadoop and Spark. Practical Data Science with Hadoop® and Spark is your complete guide to doing just that. Drawing on immense experience with Hadoop and big data, three leading experts bring together everything you need: high-level concepts, deep-dive techniques, real-world use cases, practical applications, and hands-on tutorials.

The authors introduce the essentials of data science and the modern Hadoop ecosystem, explaining how Hadoop and Spark have evolved into an effective platform for solving data science problems at scale. In addition to comprehensive application coverage, the authors also provide useful guidance on the important steps of data ingestion, data munging, and visualization.

Once the groundwork is in place, the authors focus on specific applications, including machine learning, predictive modeling for sentiment analysis, clustering for document analysis, anomaly detection, and natural language processing (NLP).

This guide provides a strong technical foundation for those who want to do practical data science, and also presents business-driven guidance on how to apply Hadoop and Spark to optimize ROI of data science initiatives.

Learn

• What data science is, how it has evolved, and how to plan a data science career
• How data volume, variety, and velocity shape data science use cases
• Hadoop and its ecosystem, including HDFS, MapReduce, YARN, and Spark
• Data importation with Hive and Spark
• Data quality, preprocessing, preparation, and modeling
• Visualization: surfacing insights from huge data sets
• Machine learning: classification, regression, clustering, and anomaly detection
• Algorithms and Hadoop tools for predictive modeling
• Cluster analysis and similarity functions
• Large-scale anomaly detection
• NLP: applying data science to human language

PDF (conv) + EPUB + MOBI + AZW3:

本帖隐藏的内容

PDF (conv):
Practical Data Science with Hadoop and Spark.pdf (9.21 MB, 需要: 15 个论坛币)

2016-12-11 15:38:23 上传

需要: 15 个论坛币  [购买]

EPUB:
Practical Data Science with Hadoop and Spark.epub (9.27 MB, 需要: 15 个论坛币)

2016-12-11 15:35:46 上传

需要: 15 个论坛币  [购买]

MOBI:
Practical Data Science with Hadoop and Spark.mobi (10.87 MB, 需要: 15 个论坛币)

2016-12-11 15:37:01 上传

需要: 15 个论坛币  [购买]

AZW3:
Practical Data Science with Hadoop and Spark.zip (9.34 MB, 需要: 15 个论坛币) 本附件包括：

• Practical Data Science with Hadoop and Spark.azw3

2016-12-11 15:39:11 上传

需要: 15 个论坛币  [购买]

PDF (conv) + EPUB + MOBI + AZW3 四种格式压缩包：
PDSwHaS.zip (35.75 MB, 需要: 60 个论坛币) 本附件包括：

• Practical Data Science with Hadoop and Spark.epub
• Practical Data Science with Hadoop and Spark.mobi
• Practical Data Science with Hadoop and Spark.pdf
• Practical Data Science with Hadoop and Spark.azw3

2016-12-11 15:43:23 上传

需要: 60 个论坛币  [购买]

扫码加我 拉你入群

请注明：姓名-公司-职位

以便审核进群资格，未注明则拒绝

分享0 收藏1 回帖

关键词：Data Science Practical practic Science Hadoop experience problems science

学习一下，

......

这个书正好！

gjjjjjjjjjjjj

thanks for sharing

谢谢分享。

ｓｏ　　ｃｏｏｌ