Data Just Right PDF ePub eBook

Books Info:

Data Just Right free pdf Making Big Data Work: Real-World Use Cases and Examples, Practical Code, Detailed Solutions Large-scale data analysis is now vitally important to virtually every business. Mobile and social technologies are generating massive datasets- distributed cloud computing offers the resources to store and analyze them- and professionals have radically new technologies at their command, including NoSQL databases. Until now, however, most books on "Big Data" have been little more than business polemics or product catalogs. Data Just Right is different: It's a completely practical and indispensable guide for every Big Data decision-maker, implementer, and strategist. Michael Manoochehri, a former Google engineer and data hacker, writes for professionals who need practical solutions that can be implemented with limited resources and time. Drawing on his extensive experience, he helps you focus on building applications, rather than infrastructure, because that's where you can derive the most value. Manoochehri shows how to address each of today's key Big Data use cases in a cost-effective way by combining technologies in hybrid solutions. You'll find expert approaches to managing massive datasets, visualizing data, building data pipelines and dashboards, choosing tools for statistical analysis, and more. Throughout, the author demonstrates techniques using many of today's leading data analysis tools, including Hadoop, Hive, Shark, R, Apache Pig, Mahout, and Google BigQuery. Coverage includes * Mastering the four guiding principles of Big Data success-and avoiding common pitfalls * Emphasizing collaboration and avoiding problems with siloed data * Hosting and sharing multi-terabyte datasets efficiently and economically * "Building for infinity" to support rapid growth * Developing a NoSQL Web app with Redis to collect crowd-sourced data * Running distributed queries over massive datasets with Hadoop, Hive, and Shark * Building a data dashboard with Google BigQuery * Exploring large datasets with advanced visualization * Implementing efficient pipelines for transforming immense amounts of data * Automating complex processing with Apache Pig and the Cascading Java library * Applying machine learning to classify, recommend, and predict incoming information * Using R to perform statistical analysis on massive datasets * Building highly efficient analytics workflows with Python and Pandas * Establishing sensible purchasing strategies: when to build, buy, or outsource * Previewing emerging trends and convergences in scalable data technologies and the evolving role of the Data Scientist

About Michael Manoochehri

Michael Manoochehri is an entrepreneur, writer, and optimist. With many years of experience working with enterprise, research, and non-profit organizations, his goal is to help make scalable data analytics more affordable and accessible. Michael has been a member of Google's Cloud Platform developer relations team, focusing on cloud computing and data developer products such as Google BigQuery. In addition, Michael has written for the tech blog, has spent time in rural Uganda researching mobile phone use, and holds a master's degree in information management and systems from UC Berkeley's School of Information.

Details Book

Author : Michael Manoochehri
Publisher : Addison-Wesley Educational Publishers Inc
Data Published : 19 December 2013
ISBN : 0321898656
EAN : 9780321898654
Format Book : PDF, Epub, DOCx, TXT
Number of Pages : 256 pages
Age + : 15 years
Language : English
Rating :

Reviews Data Just Right

17 Comments Add a comment

Related eBooks Download

  • Big Data free pdfBig Data

    Leverage big data to add value to your business Social media analytics. web-tracking. and other technologies help companies acquire and handle massive amounts of data to better understand their customers..

  • Data Divination free pdfData Divination

    Our world is being transformed by big data. The growth of the Internet and the rapid expansion of mobile communications and related technologies have created a massive flow of data-both structured and unstructured..

  • Cognitive Computing and Big Data Analytics free pdfCognitive Computing and Big Data Analytics

    A comprehensive guide to learning technologies that unlock the value in big data Cognitive Computing provides detailed guidance toward building a new class of systems that learn from experience and derive insights to unlock the value of big data..

  • Data Science and Big Data Analytics free pdfData Science and Big Data Analytics

    Data Science and Big Data Analytics is about harnessing the power of data for new insights. The book covers the breadth of activities and methods and tools that Data Scientists use..

  • Statistical Analysis and Data Display free pdfStatistical Analysis and Data Display

    This presentation of statistical methods features extensive use of graphical displays for exploring data and for displaying the analysis. The authors demonstrate how to analyze data--showing code..

  • Data Just Right free pdfData Just Right

    Free Ebooks. Making Big Data Work: Real-World Use Cases and Examples, Practical Code, Detailed Solutions Large-scale data analysis is now vitally important to virtually every business. Mobile and soci