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EBOOK - Big data analytics - Full Edition (Venkat Ankam)
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Dive into the world of big data with "Big Data Analytics: Real Time Analytics Using Apache Spark and Hadoop." This comprehensive guide introduces readers to the fundamentals and practical applications of Apache Spark and Hadoop, covering essential topics like Spark SQL, DataFrames, structured streaming, and more. Learn how to harness the power of real-time analytics and big data tools effectively.
What this Book will help me do
Master the key components of Apache Spark and Hadoop ecosystems, including Spark SQL and MapReduce.
Gain an understanding of DataFrames, DataSets, and structured streaming for seamless data handling.
Develop skills in real-time analytics using Spark Streaming and technologies like Kafka and HBase.
Learn to implement machine learning models using Spark's MLlib and ML Pipelines.
Explore graph analytics with GraphX and leverage data visualization tools like Jupyter and Zeppelin.
Author(s)
Venkat Ankam, an expert in big data technologies, has years of experience working with Apache Hadoop and Spark. As an educator and technical consultant, Venkat has enabled numerous professionals to gain critical insights into big data ecosystems. With a pragmatic approach, his writings aim to guide readers through complex systems in a structured and easy-to-follow manner.
Table of Contents
Big Data Analytics
Credits
About the Author
Acknowledgement
About the Reviewers
www.PacktPub.com
eBooks, discount offers, and more
Why subscribe?
Preface
What this book covers
What you need for this book
Who this book is for
Conventions
Reader feedback
Customer support
Downloading the example code
Downloading the color images of this book
Errata
Piracy
Questions
1. Big Data Analytics at a 10,000-Foot View
Big Data analytics and the role of Hadoop and Spark
A typical Big Data analytics project life cycle
Identifying the problem and outcomes
Identifying the necessary data
Data collection
Preprocessing data and ETL
Performing analytics
Visualizing data
The role of Hadoop ...
EBOOK - Big data analytics - 1st Edition (Venkat Ankam) 2016.
LINK ĐẶT MUA TÀI LIỆU ONLINE 1
LINK BUY BOOK (V) (UPDATING...)
Dive into the world of big data with "Big Data Analytics: Real Time Analytics Using Apache Spark and Hadoop." This comprehensive guide introduces readers to the fundamentals and practical applications of Apache Spark and Hadoop, covering essential topics like Spark SQL, DataFrames, structured streaming, and more. Learn how to harness the power of real-time analytics and big data tools effectively.
What this Book will help me do
Master the key components of Apache Spark and Hadoop ecosystems, including Spark SQL and MapReduce.
Gain an understanding of DataFrames, DataSets, and structured streaming for seamless data handling.
Develop skills in real-time analytics using Spark Streaming and technologies like Kafka and HBase.
Learn to implement machine learning models using Spark's MLlib and ML Pipelines.
Explore graph analytics with GraphX and leverage data visualization tools like Jupyter and Zeppelin.
Author(s)
Venkat Ankam, an expert in big data technologies, has years of experience working with Apache Hadoop and Spark. As an educator and technical consultant, Venkat has enabled numerous professionals to gain critical insights into big data ecosystems. With a pragmatic approach, his writings aim to guide readers through complex systems in a structured and easy-to-follow manner.
Table of Contents
Big Data Analytics
Credits
About the Author
Acknowledgement
About the Reviewers
www.PacktPub.com
eBooks, discount offers, and more
Why subscribe?
Preface
What this book covers
What you need for this book
Who this book is for
Conventions
Reader feedback
Customer support
Downloading the example code
Downloading the color images of this book
Errata
Piracy
Questions
1. Big Data Analytics at a 10,000-Foot View
Big Data analytics and the role of Hadoop and Spark
A typical Big Data analytics project life cycle
Identifying the problem and outcomes
Identifying the necessary data
Data collection
Preprocessing data and ETL
Performing analytics
Visualizing data
The role of Hadoop ...
EBOOK - Big data analytics - 1st Edition (Venkat Ankam) 2016.
LINK ĐẶT MUA TÀI LIỆU ONLINE 1
LINK BUY BOOK (V) (UPDATING...)
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