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Data Mining

  • Automated Data Collection with Rby Simon Munzert; Christian Rubba; Meiß; Peter ner; Dominic Nyhuis

    Wiley 2014; US$ 82.50

    A hands on guide to web scraping and text mining for both beginners and experienced users of R Introduces fundamental concepts of the main architecture of the web and databases and covers HTTP, HTML, XML, JSON, SQL. Provides basic techniques to query web documents and data sets (XPath and regular expressions). An extensive set of exercises are... more...

  • Regularization, Optimization, Kernels, and Support Vector Machinesby Johan A.K. Suykens; Marco Signoretto; Andreas Argyriou

    Taylor and Francis 2014; US$ 89.95

    Regularization, Optimization, Kernels, and Support Vector Machines offers a snapshot of the current state of the art of large-scale machine learning, providing a single multidisciplinary source for the latest research and advances in regularization, sparsity, compressed sensing, convex and large-scale optimization, kernel methods, and support vector... more...

  • Practical Data Science Cookbookby Tony Ojeda; Sean Patrick Murphy; Benjamin Bengfort; Abhijit Dasgupta

    Packt Publishing 2014; US$ 29.99

    If you are an aspiring data scientist who wants to learn data science and numerical programming concepts through hands-on, real-world project examples, this is the book for you. Whether you are brand new to data science or you are a seasoned expert, you will benefit from learning about the structure of data science projects, the steps in the data science... more...

  • DynamoDB Applied Design Patternsby Uchit Vyas; Prabhakaran Kuppusamy

    Packt Publishing 2014; US$ 26.99

    If you are an intermediate to advanced DynamoDB developer looking to learn the best practices associated with efficient data modeling, this book is for you. more...

  • Robust Cluster Analysis and Variable Selectionby Gunter Ritter

    Taylor and Francis 2014; US$ 99.95

    Clustering remains a vibrant area of research in statistics. Although there are many books on this topic, there are relatively few that are well founded in the theoretical aspects. In Robust Cluster Analysis and Variable Selection , Gunter Ritter presents an overview of the theory and applications of probabilistic clustering and variable selection,... more...

  • Data Mining For Dummiesby Meta S. Brown

    Wiley 2014; US$ 27.99

    Delve into your data for the key to success Data mining is quickly becoming integral to creating value and business momentum. The ability to detect unseen patterns hidden in the numbers exhaustively generated by day-to-day operations allows savvy decision-makers to exploit every tool at their disposal in the pursuit of better business. By creating... more...

  • Data Mining with Decision Treesby Lior Rokach; Oded Maimon

    World Scientific Publishing Company 2014; US$ 143.00

    Decision trees have become one of the most powerful and popular approaches in knowledge discovery and data mining; it is the science of exploring large and complex bodies of data in order to discover useful patterns. Decision tree learning continues to evolve over time. Existing methods are constantly being improved and new methods introduced. This... more...

  • Mastering DynamoDBby Tanmay Deshpande

    Packt Publishing 2014; US$ 26.99

    If you have interest in DynamoDB and want to know what DynamoDB is all about and become proficient in using it, this is the book for you. If you are an intermediate user who wishes to enhance your knowledge of DynamoDB, this book is aimed at you. Basic familiarity with programming, NoSQL, and cloud computing concepts would be helpful. 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...

  • Combining Pattern Classifiersby Ludmila I. Kuncheva

    Wiley 2014; US$ 110.00

    A unified, coherent treatment of current classifier ensemble methods, from fundamentals of pattern recognition to ensemble feature selection, now in its second edition The art and science of combining pattern classifiers has flourished into a prolific discipline since the first edition of Combining Pattern Classifiers was published in 2004. Dr.... more...