Close Menu
Edu Expertise Hub
    Facebook X (Twitter) Instagram
    Sunday, August 10
    • About us
    • Contact
    • Submit Coupon
    Facebook X (Twitter) Instagram YouTube
    Edu Expertise Hub
    • Home
    • Udemy Coupons
    • Best Online Courses and Software Tools
      • Business & Investment
      • Computers & Internet
      • eBusiness and eMarketing
    • Reviews
    • Jobs
    • Latest News
    • Blog
    • Videos
    Edu Expertise Hub
    Home » Computers & Internet » Big Data Science & Analytics: A Hands-On Approach
    Computers & Internet

    Big Data Science & Analytics: A Hands-On Approach

    TeamBy TeamDecember 11, 2024No Comments4 Mins Read0 Views
    Facebook Twitter Pinterest LinkedIn Telegram Tumblr Email
    1733950705 718g1cV1CML. SL1360 Big Data Science & Analytics: A Hands-On Approach Edu Expertise Hub Databases & Big Data
    Share
    Facebook Twitter LinkedIn Pinterest Email

    Price: $60.00 - $48.17
    (as of Dec 11, 2024 20:58:27 UTC – Details)

    amazon buy now button 300x148 1 Big Data Science & Analytics: A Hands-On Approach Edu Expertise Hub Databases & Big Data

    We are living in the dawn of what has been termed as the “Fourth Industrial Revolution”, which is marked through the emergence of “cyber-physical systems” where software interfaces seamlessly over networks with physical systems, such as sensors, smartphones, vehicles, power grids or buildings, to create a new world of Internet of Things (IoT). Data and information are fuel of this new age where powerful analytics algorithms burn this fuel to generate decisions that are expected to create a smarter and more efficient world for all of us to live in. This new area of technology has been defined as Big Data Science and Analytics, and the industrial and academic communities are realizing this as a competitive technology that can generate significant new wealth and opportunity. Big data is defined as collections of datasets whose volume, velocity or variety is so large that it is difficult to store, manage, process and analyze the data using traditional databases and data processing tools. Big data science and analytics deals with collection, storage, processing and analysis of massive-scale data. Industry surveys, by Gartner and e-Skills, for instance, predict that there will be over 2 million job openings for engineers and scientists trained in the area of data science and analytics alone, and that the job market is in this area is growing at a 150 percent year-over-year growth rate. We have written this textbook, as part of our expanding “A Hands-On Approach”(TM) series, to meet this need at colleges and universities, and also for big data service providers who may be interested in offering a broader perspective of this emerging field to accompany their customer and developer training programs. The typical reader is expected to have completed a couple of courses in programming using traditional high-level languages at the college-level, and is either a senior or a beginning graduate student in one of the science, technology, engineering or mathematics (STEM) fields. An accompanying website for this book contains additional support for instruction and learning (www.big-data-analytics-book.com) 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, and processing frameworks for batch and real-time analytics. 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, with examples in Python. We describe Publish-Subscribe messaging frameworks (Kafka & Kinesis), Source-Sink connectors (Flume), Database Connectors (Sqoop), Messaging Queues (RabbitMQ, ZeroMQ, RestMQ, Amazon SQS) and custom REST, WebSocket and MQTT-based connectors. The reader is introduced to data storage, batch and real-time analysis, and interactive querying frameworks including HDFS, Hadoop, MapReduce, YARN, Pig, Oozie, Spark, Solr, HBase, Storm, Spark Streaming, Spark SQL, Hive, Amazon Redshift and Google BigQuery. Also described are serving databases (MySQL, Amazon DynamoDB, Cassandra, MongoDB) and the Django Python web framework. Part III introduces the reader to various machine learning algorithms with examples using the Spark MLlib and H2O frameworks, and visualizations using frameworks such as Lightning, Pygal and Seaborn.

    Publisher ‏ : ‎ VPT (April 15, 2016)
    Language ‏ : ‎ English
    Paperback ‏ : ‎ 542 pages
    ISBN-10 ‏ : ‎ 0996025537
    ISBN-13 ‏ : ‎ 978-0996025539
    Item Weight ‏ : ‎ 2.3 pounds
    Dimensions ‏ : ‎ 7 x 1.23 x 10 inches

    This post is exclusively published on eduexpertisehub.com
    Databases & Big Data
    Share. Facebook Twitter Pinterest LinkedIn Tumblr Email
    Team

      Related Posts

      Learning Resources Botley The Coding Robot Activity Set – 77 Pieces, Ages 5+, Screen-Free Coding Robots for Kids, STEM Toys for Kids, Programming for Kids, for Kids

      August 10, 2025

      Modern Operating Systems: Starting from Scratch

      August 9, 2025

      Building Data Centers with VXLAN BGP EVPN: A Cisco NX-OS Perspective (Networking Technology)

      August 9, 2025

      SD Card Reader for iPhone iPad, Dual Connector (Lightning&USB-C) Memory SD Card Adapter, Support SD/MicroSD Cards, High-Speed Digital Trail Camera to iPhone Viewer, Plug and Play

      August 9, 2025

      Android Phones for Seniors in easy steps

      August 8, 2025

      uxcell Metal O Rings, Non-Welded for Straps Bags Belts DIY Hardware Accessories

      August 8, 2025
      Courses and Software Tools

      Extreme Privacy: What It Takes to Disappear

      August 24, 202460 Views

      Modern C++ Programming Cookbook: Master Modern C++ with comprehensive solutions for C++23 and all previous standards

      September 18, 202428 Views

      Meebook E-Reader M7 | 6.8′ Eink Carta Screen | 300PPI Smart Light | Android 11 | Ouad Core Processor | Out Speaker | Support Google Play Store | 3GB+32GB Storage | Micro-SD Slot | Gray

      August 19, 202423 Views

      Coders at Work: Reflections on the Craft of Programming

      April 19, 202518 Views

      HR from the Outside In: Six Competencies for the Future of Human Resources

      May 20, 202517 Views
      Reviews

      ANS: Securing Multi-Agent Discovery | Udemy Coupons 2025

      August 10, 2025

      Senior Investment Analyst

      August 10, 2025

      JSON at Work: Practical Data Integration for the Web

      August 10, 2025

      The Armchair Economist: Economics and Everyday Life

      August 10, 2025

      Learning Resources Botley The Coding Robot Activity Set – 77 Pieces, Ages 5+, Screen-Free Coding Robots for Kids, STEM Toys for Kids, Programming for Kids, for Kids

      August 10, 2025
      Stay In Touch
      • Facebook
      • YouTube
      • TikTok
      • WhatsApp
      • Twitter
      • Instagram
      Latest News

      4 tips to support the literacy needs of middle and high school students

      August 10, 2025

      OpenAI closes gap to artificial general intelligence with GPT-5

      August 9, 2025

      Integrating AI into education is not as daunting as it seems

      August 9, 2025

      The UK government’s AI Growth Zones strategy: Everything you need to know

      August 8, 2025

      What Will Medicaid Cuts Mean For School Health and Wellness Services?

      August 8, 2025
      Latest Videos

      Kickstart Your Digital Marketing Career | Work From Home Internship Opportunity!

      August 9, 2025

      Kickstart Your Digital Marketing Career | Work From Home Internship Opportunity!

      August 9, 2025

      Top 10 Most Popular Roblox Games of All Time

      August 8, 2025

      Connor McDavid scores NHL career goal number 200 | October 21, 2021 | Oilers @ Coyotes

      August 7, 2025

      How to Become a Cyber Security Engineer? | Roadmap to LAND CYBERSECURITY JOB in 2025 | Intellipaat

      August 6, 2025
      Latest Jobs

      Senior Investment Analyst

      August 10, 2025

      Innvictis Graphic Designer

      August 10, 2025

      Full Stack Lead (Vue.JS & .Net)

      August 10, 2025

      Software Architect (.NET, Java, Azure DevOps)

      August 9, 2025

      Producer I, Digital

      August 9, 2025
      Legal
      • Home
      • Privacy Policy
      • Cookie Policy
      • Terms and Conditions
      • Disclaimer
      • Affiliate Disclosure
      • Amazon Affiliate Disclaimer
      Latest Udemy Coupons

      Advanced Program in Human Resources Management | Udemy Coupons 2025

      April 5, 202535 Views

      Mastering Maxon Cinema 4D 2024: Complete Tutorial Series | Udemy Coupons 2025

      August 22, 202435 Views

      Diploma in Aviation, Airlines, Air Transportation & Airports | Udemy Coupons 2025

      March 21, 202530 Views

      Time Management and Timeboxing in Business, Projects, Agile | Udemy Coupons 2025

      April 2, 202522 Views

      Python Development & Data Science: Variables and Data Types | Udemy Coupons 2025

      May 24, 202521 Views
      Blog

      13 Interview Tips For Introverts To Ace Any Job Interview

      August 9, 2025

      Supplements for Busy Women That Actually Work?

      July 29, 2025

      Kick-Start Your Career This Summer: 6 Tips For Job Seekers

      July 25, 2025

      What To Do After Getting A Promotion At Work | Career Tips

      July 24, 2025

      How to Build a Marketing Team That Doesn’t Waste Time, Talent, or Budget

      July 18, 2025
      Facebook X (Twitter) Instagram Pinterest YouTube Dribbble
      © 2025 All rights reserved!

      Type above and press Enter to search. Press Esc to cancel.

      We use cookies on our website to give you the most relevant experience by remembering your preferences and repeat visits. By clicking “Accept”, you consent to the use of ALL the cookies.
      .
      SettingsAccept
      Privacy & Cookies Policy

      Privacy Overview

      This website uses cookies to improve your experience while you navigate through the website. Out of these, the cookies that are categorized as necessary are stored on your browser as they are essential for the working of basic functionalities of the website. We also use third-party cookies that help us analyze and understand how you use this website. These cookies will be stored in your browser only with your consent. You also have the option to opt-out of these cookies. But opting out of some of these cookies may affect your browsing experience.
      Necessary
      Always Enabled
      Necessary cookies are absolutely essential for the website to function properly. This category only includes cookies that ensures basic functionalities and security features of the website. These cookies do not store any personal information.
      Non-necessary
      Any cookies that may not be particularly necessary for the website to function and is used specifically to collect user personal data via analytics, ads, other embedded contents are termed as non-necessary cookies. It is mandatory to procure user consent prior to running these cookies on your website.
      SAVE & ACCEPT