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SuperFreakonomics

Global Cooling, Patriotic Prostitutes, and Why Suicide Bombers Should Buy Life Insurance

by Steven D. Levitt, Stephen J. Dubner ...

Freakonomics lived on the New York Times bestseller list for an astonishing two years. Now authors Steven D. Levitt and Stephen J. Dubner return with more iconoclastic insights and observations in SuperFreakonomics—the long awaited follow-up to their New York Times Notable blockbuster. Based on revolutionary research and original studies, SuperFreakonomics promises to once again challenge our view ... Read more

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Designing Data-Intensive Applications

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Data is at the center of many challenges in system design today. Difficult issues such as scalability, consistency, reliability, efficiency, and maintainability need to be resolved. In addition, there's an overwhelming variety of systems, including relational databases, NoSQL datastores, data warehouses, and data lakes. There are cloud services, on-premises services, and embedded databases. What ... Read more

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Data is at the center of many challenges in system design today. Difficult issues such as scalability, consistency, reliability, efficiency, and maintainability need to be resolved. In addition, there's an overwhelming variety of systems, including relational databases, NoSQL datastores, data warehouses, and data lakes. There are cloud services, on-premises services, and embedded databases. What
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Kafka: The Definitive Guide

Real-Time Data and Stream Processing at Scale

by Gwen Shapira, Todd Palino, Rajini Sivaram, Krit Petty ...

Every enterprise application creates data, whether it consists of log messages, metrics, user activity, or outgoing messages. Moving all this data is just as important as the data itself. With this updated edition, application architects, developers, and production engineers new to the Kafka streaming platform will learn how to handle data in motion. Additional chapters cover Kafka's AdminClient ... Read more

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Why Artificial Intelligence Necessitates Going Beyond Traditional Infrastructure:

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by Continental Resources ...

Artificial intelligence is here. Is your infrastructure ready?Adopting artificial intelligence (AI) technologies is the top initiative for 61% of IT leaders.1 Many of them are focused on investing in solutions like machine learning (ML) and deep learning (DL), two AI techniques that require massive stores of data and are extremely compute intensive. This rapid, impending adoption presents server ... Read more

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Artificial intelligence is here. Is your infrastructure ready?Adopting artificial intelligence (AI) technologies is the top initiative for 61% of IT leaders.1 Many of them are focused on investing in solutions like machine learning (ML) and deep learning (DL), two AI techniques that require massive stores of data and are extremely compute intensive. This rapid, impending adoption presents server
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SQL and Relational Theory

How to Write Accurate SQL Code

by C.J. Date ...

SQL is full of difficulties and traps for the unwary. You can avoid them if you understand relational theory, but only if you know how to put that theory into practice. In this book, Chris Date explains relational theory in depth, and demonstrates through numerous examples and exercises how you can apply it to your use of SQL.This third edition has been revised, extended, and improved throughout. ... Read more

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SQL is full of difficulties and traps for the unwary. You can avoid them if you understand relational theory, but only if you know how to put that theory into practice. In this book, Chris Date explains relational theory in depth, and demonstrates through numerous examples and exercises how you can apply it to your use of SQL.This third edition has been revised, extended, and improved throughout.
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MongoDB: The Definitive Guide

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by Shannon Bradshaw, Eoin Brazil, Kristina Chodorow ...

Manage your data with a system designed to support modern application development. Updated for MongoDB 4.2, the third edition of this authoritative and accessible guide shows you the advantages of using document-oriented databases. You’ll learn how this secure, high-performance system enables flexible data models, high availability, and horizontal scalability.Authors Shannon Bradshaw, Eoin Brazil, ... Read more

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Manage your data with a system designed to support modern application development. Updated for MongoDB 4.2, the third edition of this authoritative and accessible guide shows you the advantages of using document-oriented databases. You’ll learn how this secure, high-performance system enables flexible data models, high availability, and horizontal scalability.Authors Shannon Bradshaw, Eoin Brazil,
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Mastering Spark with R

The Complete Guide to Large-Scale Analysis and Modeling

by Javier Luraschi, Kevin Kuo, Edgar Ruiz ...

If you’re like most R users, you have deep knowledge and love for statistics. But as your organization continues to collect huge amounts of data, adding tools such as Apache Spark makes a lot of sense. With this practical book, data scientists and professionals working with large-scale data applications will learn how to use Spark from R to tackle big data and big compute problems.Authors Javier ... Read more

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If you’re like most R users, you have deep knowledge and love for statistics. But as your organization continues to collect huge amounts of data, adding tools such as Apache Spark makes a lot of sense. With this practical book, data scientists and professionals working with large-scale data applications will learn how to use Spark from R to tackle big data and big compute problems.Authors Javier
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MYSQL FOR DATA ANALYST AND DATA SCIENTIST WITH PYTHON GUI

by Vivian Siahaan, Rismon Hasiholan Sianipar ...

In this project, we will use the BikeStores database as a MySQL sample database to help you work with MySQL quickly and effectively. The stores table includes the store’s information. Each store has a store name, contact information such as phone and email, and an address including street, city, state, and zip code. The staffs table stores the essential information of staffs including first name, ... Read more

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In this project, we will use the BikeStores database as a MySQL sample database to help you work with MySQL quickly and effectively. The stores table includes the store’s information. Each store has a store name, contact information such as phone and email, and an address including street, city, state, and zip code. The staffs table stores the essential information of staffs including first name,
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Graph-based Keyword Spotting

by Michael Stauffer, Andreas Fischer, Kaspar Riesen ...

Series Book 86 - Series In Machine Perception And Artificial Intelligence
Keyword Spotting (KWS) has been proposed as a flexible and more error-tolerant alternative to full transcriptions. In most cases, it allows to retrieve arbitrary query words in handwritten historical document.This comprehensive compendium gives a self-contained preamble and visually attractive description to the field of graph-based KWS. The volume highlights a profound insight into each step of ... Read more

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Keyword Spotting (KWS) has been proposed as a flexible and more error-tolerant alternative to full transcriptions. In most cases, it allows to retrieve arbitrary query words in handwritten historical document.This comprehensive compendium gives a self-contained preamble and visually attractive description to the field of graph-based KWS. The volume highlights a profound insight into each step of
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Data Algorithms

Recipes for Scaling Up with Hadoop and Spark

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If you are ready to dive into the MapReduce framework for processing large datasets, this practical book takes you step by step through the algorithms and tools you need to build distributed MapReduce applications with Apache Hadoop or Apache Spark. Each chapter provides a recipe for solving a massive computational problem, such as building a recommendation system. You’ll learn how to implement ... Read more

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If you are ready to dive into the MapReduce framework for processing large datasets, this practical book takes you step by step through the algorithms and tools you need to build distributed MapReduce applications with Apache Hadoop or Apache Spark. Each chapter provides a recipe for solving a massive computational problem, such as building a recommendation system. You’ll learn how to implement
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Learning to manage Postgresql

Evolving with PostgreSQL - Replication, Backup / Restores, Third Party Tools and much more.

by Edivaldo Santos ...

PostgreSQL is one of the most widely used open-source database managers with extensive academic and business use. This book focuses on the study of this software, bringing to the reader, its evolution, installation and administration, all this with practical examples, and many tips of use, without leaving the methodological technical aspect aside. The book may be of interest to both beginner who ... Read more

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PostgreSQL is one of the most widely used open-source database managers with extensive academic and business use. This book focuses on the study of this software, bringing to the reader, its evolution, installation and administration, all this with practical examples, and many tips of use, without leaving the methodological technical aspect aside. The book may be of interest to both beginner who
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Serverless Analytics with Amazon Athena

Query structured, unstructured, or semi-structured data in seconds without setting up any infrastructure

by Anthony Virtuoso, Aaron Wishnick, Mert Turkay Hocanin, Rahul Pathak ...

Get more from your data with Amazon Athena's ease-of-use, interactive performance, and pay-per-query pricing Key Features • Explore the promising capabilities of Amazon Athena and Athena's Query Federation SDK • Use Athena to prepare data for common machine learning activities • Cover best practices for setting up connectivity between your application and Athena and security considerations Book ... Read more

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Hadoop: Data Processing and Modelling

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R: Recipes for Analysis, Visualization and Machine Learning

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scikit-learn : Machine Learning Simplified

by Gavin Hackeling, Trent Hauck, Guillermo Moncecchi, Raul Garreta ...

Implement scikit-learn into every step of the data science pipelineAbout This BookUse Python and scikit-learn to create intelligent applicationsDiscover how to apply algorithms in a variety of situations to tackle common and not-so common challenges in the machine learning domainA practical, example-based guide to help you gain expertise in implementing and evaluating machine learning systems ... Read more

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QGIS: Becoming a GIS Power User

by Anita Graser, Ben Mearns, Alex Mandel, Victor Olaya Ferrero, Alexander Bruy ...

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Master data management, visualization, and spatial analysis techniques in QGIS and become a GIS power userAbout This BookLearn how to work with various types of data and create beautiful maps using this easy-to-follow guideGive a touch of professionalism to your maps, both for functionality and look and feel, with the help of this practical guideThis progressive, hands-on guide builds on a geo
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Building Big Data Pipelines with Apache Beam

Use a single programming model for both batch and stream data processing

by Jan Lukavsky ...

Implement, run, operate, and test data processing pipelines using Apache Beam Key Features • Understand how to improve usability and productivity when implementing Beam pipelines • Learn how to use stateful processing to implement complex use cases using Apache Beam • Implement, test, and run Apache Beam pipelines with the help of expert tips and techniques Book Description Apache Beam is an open ... Read more

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Implement, run, operate, and test data processing pipelines using Apache Beam Key Features • Understand how to improve usability and productivity when implementing Beam pipelines • Learn how to use stateful processing to implement complex use cases using Apache Beam • Implement, test, and run Apache Beam pipelines with the help of expert tips and techniques Book Description Apache Beam is an open
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R: Mining spatial, text, web, and social media data

by Bater Makhabel, Pradeepta Mishra, Nathan Danneman, Richard Heimann ...

Create data mining algorithmsAbout This BookDevelop a strong strategy to solve predictive modeling problems using the most popular data mining algorithmsReal-world case studies will take you from novice to intermediate to apply data mining techniquesDeploy cutting-edge sentiment analysis techniques to real-world social media data using RWho This Book Is ForThis Learning Path is for R developers ... Read more

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Create data mining algorithmsAbout This BookDevelop a strong strategy to solve predictive modeling problems using the most popular data mining algorithmsReal-world case studies will take you from novice to intermediate to apply data mining techniquesDeploy cutting-edge sentiment analysis techniques to real-world social media data using RWho This Book Is ForThis Learning Path is for R developers
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Apache Spark 2: Data Processing and Real-Time Analytics

Master complex big data processing, stream analytics, and machine learning with Apache Spark

by Romeo Kienzler, Md. Rezaul Karim, Sridhar Alla, Siamak Amirghodsi, Meenakshi Rajendran, Broderick Hall, Shuen Mei ...

Build efficient data flow and machine learning programs with this flexible, multi-functional open-source cluster-computing frameworkKey FeaturesMaster the art of real-time big data processing and machine learningExplore a wide range of use-cases to analyze large dataDiscover ways to optimize your work by using many features of Spark 2.x and ScalaBook DescriptionApache Spark is an in-memory, ... Read more

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Build efficient data flow and machine learning programs with this flexible, multi-functional open-source cluster-computing frameworkKey FeaturesMaster the art of real-time big data processing and machine learningExplore a wide range of use-cases to analyze large dataDiscover ways to optimize your work by using many features of Spark 2.x and ScalaBook DescriptionApache Spark is an in-memory,
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R: Unleash Machine Learning Techniques

by Raghav Bali, Dipanjan Sarkar, Brett Lantz, Cory Lesmeister ...

Find out how to build smarter machine learning systems with R. Follow this three module course to become a more fluent machine learning practitioner.About This BookBuild your confidence with R and find out how to solve a huge range of data-related problemsGet to grips with some of the most important machine learning techniques being used by data scientists and analysts across industries todayDon't ... Read more

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Find out how to build smarter machine learning systems with R. Follow this three module course to become a more fluent machine learning practitioner.About This BookBuild your confidence with R and find out how to solve a huge range of data-related problemsGet to grips with some of the most important machine learning techniques being used by data scientists and analysts across industries todayDon't
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Azure Data Scientist Associate Certification Guide

A hands-on guide to machine learning in Azure and passing the Microsoft Certified DP-100 exam

by Andreas Botsikas, Michael Hlobil ...

Develop the skills you need to run machine learning workloads in Azure and pass the DP-100 exam with ease Key Features • Create end-to-end machine learning training pipelines, with or without code • Track experiment progress using the cloud-based MLflow-compatible process of Azure ML services • Operationalize your machine learning models by creating batch and real-time endpoints Book Description ... Read more

31,47 € or Free with Kobo Plus

Develop the skills you need to run machine learning workloads in Azure and pass the DP-100 exam with ease Key Features • Create end-to-end machine learning training pipelines, with or without code • Track experiment progress using the cloud-based MLflow-compatible process of Azure ML services • Operationalize your machine learning models by creating batch and real-time endpoints Book Description
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Networks in the Global World V

Proceedings of NetGloW 2020

Edited by Artem Antonyuk, Nikita Basov ...

Series Book 181 - Lecture Notes in Networks and Systems
This proceedings book presents state-of-the-art developments in theory, methodology, and applications of network analysis across sociology, computational science, education research, literature studies, political science, international relations, social media research, and urban studies. The papers comprising this collection were presented at the Fifth ‘Networks in the Global World’ conference ... Read more

133,55 €

This proceedings book presents state-of-the-art developments in theory, methodology, and applications of network analysis across sociology, computational science, education research, literature studies, political science, international relations, social media research, and urban studies. The papers comprising this collection were presented at the Fifth ‘Networks in the Global World’ conference
... Read more
End-to-End Data Science with SAS

A Hands-On Programming Guide

by James Gearheart ...

Learn data science concepts with real-world examples in SAS!End-to-End Data Science with SAS: A Hands-On Programming Guide provides clear and practical explanations of the data science environment, machine learning techniques, and the SAS programming knowledge necessary to develop machine learning models in any industry. The book covers concepts including understanding the business need, creating ... Read more

24,37 €

Learn data science concepts with real-world examples in SAS!End-to-End Data Science with SAS: A Hands-On Programming Guide provides clear and practical explanations of the data science environment, machine learning techniques, and the SAS programming knowledge necessary to develop machine learning models in any industry. The book covers concepts including understanding the business need, creating
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Data Analytics for Marketing

A practical guide to analyzing marketing data using Python

by Guilherme Diaz-Bérrio ...

Conduct data-driven marketing research and analysis with hands-on examples using Python by leveraging open-source tools and libraries Key FeaturesAnalyze marketing data using proper statistical techniquesUse data modeling and analytics to understand customer preferences and enhance strategies without complex mathImplement Python libraries like DoWhy, Pandas, and Prophet in a business setting with ... Read more

25,75 € or Free with Kobo Plus

Conduct data-driven marketing research and analysis with hands-on examples using Python by leveraging open-source tools and libraries Key FeaturesAnalyze marketing data using proper statistical techniquesUse data modeling and analytics to understand customer preferences and enhance strategies without complex mathImplement Python libraries like DoWhy, Pandas, and Prophet in a business setting with
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Recommended For You

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SuperFreakonomics

Designing Data-Intensive Applications

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Why Artificial Intelligence Necessitates Going Beyond Traditional Infrastructure:

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MYSQL FOR DATA ANALYST AND DATA SCIENTIST WITH PYTHON GUI

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R: Recipes for Analysis, Visualization and Machine Learning

scikit-learn : Machine Learning Simplified

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Building Big Data Pipelines with Apache Beam

R: Mining spatial, text, web, and social media data

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Networks in the Global World V

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