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Spark for Data Science下载
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2019-09-28 04:30:20
Spark for Data Science - 大数据SPARK的学习资料和例子
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Spark for Data Science下载
Spark for Data Science - 大数据SPARK的学习资料和例子 相关下载链接://download.csdn.net/download/juniper123/10191582?utm_source=bbsseo
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Spark
for
Data
Science
Spark
for
Data
Science
- 大数据
SPARK
的学习资料和例子
Mastering
Spark
for
Data
Science
Mastering
Spark
for
Data
Science
by Andrew Morgan English | 29 Mar. 2017 | ASIN: B01BWNXA82 | 560 Pages | AZW3 | 12.66 MB Master the techniques and sophisticated analytics used to construct
Spark
-based solutions that scale to deliver production-grade
data
science
products About This Book Develop and apply advanced analytical techniques with
Spark
Learn how to tell a compelling story with
data
science
using
Spark
's ecosystem Explore
data
at scale and work with cutting edge
data
science
methods Who This Book Is For This book is for those who have beginner-level familiarity with the
Spark
architecture and
data
science
applications, especially those who are looking for a challenge and want to learn cutting edge techniques. This book assumes working knowledge of
data
science
, common machine learning methods, and popular
data
science
tools, and assumes you have previously run proof of concept studies and built prototypes. What You Will Learn Learn the design patterns that integrate
Spark
into industrialized
data
science
pipelines See how commercial
data
scientists design scalable code and reusable code for
data
science
services Explore cutting edge
data
science
methods so that you can study trends and causality Discover advanced programming techniques using RDD and the
Data
Frame and
Data
set APIs Find out how
Spark
can be used as a universal ingestion engine tool and as a web scraper Practice the implementation of advanced topics in graph processing, such as community detection and contact chaining Get to know the best practices when performing Extended Exploratory
Data
Analysis, commonly used in commercial
data
science
teams Study advanced
Spark
concepts, solution design patterns, and integration architectures Demonstrate powerful
data
science
pipelines In Detail
Data
science
seeks to transform the world using
data
, and this is typically achieved through disrupting and changing real processes in real industries. In order to operate at this level you need to build
data
science
solutions of substance –solutions that solve real problems.
Spark
has emerged as the big
data
platform of choice for
data
scientists due to its speed, scalability, and easy-to-use APIs. This book deep dives into using
Spark
to deliver production-grade
data
science
solutions. This process is demonstrated by exploring the construction of a sophisticated global news analysis service that uses
Spark
to generate continuous geopolitical and current affairs insights.You will learn all about the core
Spark
APIs and take a comprehensive tour of advanced libraries, including
Spark
SQL,
Spark
Streaming, MLlib, and more. You will be introduced to advanced techniques and methods that will help you to construct commercial-grade
data
products. Focusing on a sequence of tutorials that deliver a working news intelligence service, you will learn about advanced
Spark
architectures, how to work with geographic
data
in
Spark
, and how to tune
Spark
algorithms so they scale linearly. Style and approach This is an advanced guide for those with beginner-level familiarity with the
Spark
architecture and working with
Data
Science
applications. Mastering
Spark
for
Data
Science
is a practical tutorial that uses core
Spark
APIs and takes a deep dive into advanced libraries including:
Spark
SQL, visual streaming, and MLlib. This book expands on titles like: Machine Learning with
Spark
and Learning
Spark
. It is the next learning curve for those comfortable with
Spark
and looking to improve their skills.
Spark
for
Data
Science
epub
Spark
for
Data
Science
英文epub 本资源转载自网络,如有侵权,请联系上传者或csdn删除 本资源转载自网络,如有侵权,请联系上传者或csdn删除
Spark
for
Data
Science
Cookbook 无水印pdf
Spark
for
Data
Science
Cookbook 英文无水印pdf pdf所有页面使用FoxitReader和PDF-XChangeViewer测试都可以打开 本资源转载自网络,如有侵权,请联系上传者或csdn删除 本资源转载自网络,如有侵权,请联系上传者或csdn删除
Spark
for
Data
Science
Cookbook azw3
Spark
for
Data
Science
Cookbook 英文azw3 本资源转载自网络,如有侵权,请联系上传者或csdn删除 本资源转载自网络,如有侵权,请联系上传者或csdn删除
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