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  • Data Analytics

    Models and Algorithms for Intelligent Data Analysis - A Comprehensive Introduction

    Series series Computer Science and Engineering (German Language)
    This book is a comprehensive introduction to the methods and algorithms of modern data analytics. It provides a sound mathematical basis, discusses advantages and drawbacks of different approaches, and enables the reader to design and implement data analytics solutions for real-world applications. The new edition integrates themes such as Word Embeddings, Transformer Models, and generative AI ... Leer más

    $31.99 USD

  • Data Analytics

    Models and Algorithms for Intelligent Data Analysis

    Series series Computer Science (R0)
    This book is a comprehensive introduction to the methods and algorithms of modern data analytics. It provides a sound mathematical basis, discusses advantages and drawbacks of different approaches, and enables the reader to design and implement data analytics solutions for real-world applications. This book has been used for more than ten years in the Data Mining course at the Technical University ... Leer más

    $40.99 USD

  • Data Analytics

    Models and Algorithms for Intelligent Data Analysis

    Series series Computer Science and Engineering (German Language)
    This book is a comprehensive introduction to the methods and algorithms of modern data analytics. It provides a sound mathematical basis, discusses advantages and drawbacks of different approaches, and enables the reader to design and implement data analytics solutions for real-world applications. This book has been used for more than ten years in the Data Mining course at the Technical University ... Leer más

    $49.99 USD

  • Data Mining

    Modelle und Algorithmen intelligenter Datenanalyse

    Series series Computer Science and Engineering (German Language)
    Die wichtigsten Methoden zur Erkennung und Extraktion von „Wissen“ aus numerischen und nichtnumerischen Datenbanken in Technik und Wirtschaft werden in diesem Buch behandelt. Es vermittelt einen kompakten, fundierten Überblick über die verschiedenen Methoden sowie deren Motivation und versetzt den Leser in die Lage, Data Mining selbst praktisch einzusetzen. ... Leer más

    $28.99 USD

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    Data Warehouse and Query Language for Hadoop

    Need to move a relational database application to Hadoop? This comprehensive guide introduces you to Apache Hive, Hadoop’s data warehouse infrastructure. You’ll quickly learn how to use Hive’s SQL dialect—HiveQL—to summarize, query, and analyze large datasets stored in Hadoop’s distributed filesystem.This example-driven guide shows you how to set up and configure Hive in your environment, provides ... Leer más

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  • Data Wrangling with Python

    Tips and Tools to Make Your Life Easier

    How do you take your data analysis skills beyond Excel to the next level? By learning just enough Python to get stuff done. This hands-on guide shows non-programmers like you how to process information that’s initially too messy or difficult to access. You don't need to know a thing about the Python programming language to get started.Through various step-by-step exercises, you’ll learn how to ... Leer más

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  • Advanced Analytics with Spark

    Patterns for Learning from Data at Scale

    In the second edition of this practical book, four Cloudera data scientists present a set of self-contained patterns for performing large-scale data analysis with Spark. The authors bring Spark, statistical methods, and real-world data sets together to teach you how to approach analytics problems by example. Updated for Spark 2.1, this edition acts as an introduction to these techniques and other ... Leer más

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  • Advances in Machine Learning and Data Analysis

    Series series Engineering (R0)
    A large international conference on Advances in Machine Learning and Data Analysis was held in UC Berkeley, California, USA, October 22-24, 2008, under the auspices of the World Congress on Engineering and Computer Science (WCECS 2008). This volume contains sixteen revised and extended research articles written by prominent researchers participating in the conference. Topics covered include Expert ... Leer más

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  • Hands-On Data Science and Python Machine Learning

    Perform data mining and machine learning efficiently using Python and Spark

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  • Handbook of Human Computation

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    Series series Computer Science (R0)
    This volume addresses the emerging area of human computation, The chapters, written by leading international researchers, explore existing and future opportunities to combine the respective strengths of both humans and machines in order to create powerful problem-solving capabilities. The book bridges scientific communities, capturing and integrating the unique perspective and achievements of each ... Leer más

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  • Beginning SQL Queries

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    Get started on mastering the one language binding the entire database industry. That language is SQL, and how it works is must-have knowledge for anyone involved with relational databases, and surprisingly also for anyone involved with NoSQL databases. SQL is universally used in querying and reporting on large data sets in order to generate knowledge to drive business decisions.Good knowledge of ... Leer más

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  • Practical Hive

    A Guide to Hadoop's Data Warehouse System

    Series series Professional and Applied Computing (R0)
    Dive into the world of SQL on Hadoop and get the most out of your Hive data warehouses. This book is your go-to resource for using Hive: authors Scott Shaw, Ankur Gupta, David Kjerrumgaard, and Andreas Francois Vermeulen take you through learning HiveQL, the SQL-like language specific to Hive, to analyze, export, and massage the data stored across your Hadoop environment. From deploying Hive on ... Leer más

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