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Data Mining

Most popular at the top

  • Probabilistic Approaches to Recommendationsby Nicola Barbieri; Giuseppe Manco; Ettore Ritacco

    Morgan & Claypool Publishers 2014; US$ 45.00

    The importance of accurate recommender systems has been widely recognized by academia and industry, and recommendation is rapidly becoming one of the most successful applications of data mining and machine learning. Understanding and predicting the choices and preferences of users is a challenging task: real-world scenarios involve users behaving in... more...

  • Understanding Big Data Scalabilityby Cory Isaacson

    Pearson Education 2014; US$ 14.99

    Get Started Scaling Your Database Infrastructure for High-Volume Big Data Applications   ?Understanding Big Data Scalability presents the fundamentals of scaling databases from a single node to large clusters. It provides a practical explanation of what ?Big Data? systems are, and fundamental issues to consider when optimizing for performance... more...

  • NoSQL with MongoDB in 24 Hours, Sams Teach Yourselfby Brad Dayley

    Pearson Education 2014; US$ 27.99

    NoSQL database usage is growing at a stunning 50% per year, as organizations discover NoSQL's potential to address even the most challenging Big Data and real-time database problems. Every NoSQL database is different, but one is the most popular by far: MongoDB. Now, in just 24 lessons of one hour or less, you can learn how to leverage MongoDB's... more...

  • Field Guide to Hadoopby Kevin Sitto; Marshall Presser

    O'Reilly Media 2015; US$ 33.99

    If your organization is about to enter the world of big data, you not only need to decide whether Apache Hadoop is the right platform to use, but also which of its many components are best suited to your task. This field guide makes the exercise manageable by breaking down the Hadoop ecosystem into short, digestible sections. You?ll quickly understand... more...

  • NoSQL for Mere Mortalsby Dan Sullivan

    Pearson Education 2015; US$ 35.99

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  • Apache Oozieby Mohammad Kamrul Islam; Aravind Srinivasan

    O'Reilly Media 2015; US$ 33.99

    Get a solid grounding in Apache Oozie, the workflow scheduler system for managing Hadoop jobs. With this hands-on guide, two experienced Hadoop practitioners walk you through the intricacies of this powerful and flexible platform, with numerous examples and real-world use cases. Once you set up your Oozie server, you?ll dive into techniques for... more...

  • SAP Lumira Essentialsby Dmitry Anoshin

    Packt Publishing 2015; US$ 35.99

    Discover how to make your business data more interactive and engaging with SAP LumiraAbout This Book• Create a powerful data discovery experience with the advanced capabilities of SAP Lumira• Find business insights in your data through data blending, wrangling, transformation, and visualization• A fast-paced guide packed with hands-on... more...

  • Data Analysis in the Cloudby Domenico Talia; Paolo Trunfio; Fabrizio Marozzo

    Elsevier Science 2015; US$ 39.95

    Data Analysis in the Cloud introduces and discusses models, methods, techniques, and systems to analyze the large number of digital data sources available on the Internet using the computing and storage facilities of the cloud. Coverage includes scalable data mining and knowledge discovery techniques together with cloud computing concepts, models,... more...

  • Bayesian Methods for Hackersby Cameron Davidson-Pilon

    Pearson Education 2015; US$ 31.99

    Master Bayesian Inference through Practical Examples and Computation?Without Advanced Mathematical Analysis   Bayesian methods of inference are deeply natural and extremely powerful. However, most discussions of Bayesian inference rely on intensely complex mathematical analyses and artificial examples, making it inaccessible to anyone... more...

  • Graphing Data with Rby John Jay Hilfiger

    O'Reilly Media 2015; US$ 33.99

    It?s much easier to grasp complex data relationships with a graph than by scanning numbers in a spreadsheet. This introductory guide shows you how to use the R language to create a variety of useful graphs for visualizing and analyzing complex data for science, business, media, and many other fields. You?ll learn methods for highlighting important... more...