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Spark: The Definitive Guide

Big Data Processing Made Simple

de Bill Chambers, Matei Zaharia ...

Learn how to use, deploy, and maintain Apache Spark with this comprehensive guide, written by the creators of the open-source cluster-computing framework. With an emphasis on improvements and new features in Spark 2.0, authors Bill Chambers and Matei Zaharia break down Spark topics into distinct sections, each with unique goals.Youâ??ll explore the basic operations and common functions of Sparkâ? ... Leer más

$43.99 USD

Learn how to use, deploy, and maintain Apache Spark with this comprehensive guide, written by the creators of the open-source cluster-computing framework. With an emphasis on improvements and new features in Spark 2.0, authors Bill Chambers and Matei Zaharia break down Spark topics into distinct sections, each with unique goals.Youâ??ll explore the basic operations and common functions of Sparkâ?
... Leer más
Google BigQuery: The Definitive Guide

Data Warehousing, Analytics, and Machine Learning at Scale

de Valliappa Lakshmanan, Jordan Tigani ...

Work with petabyte-scale datasets while building a collaborative, agile workplace in the process. This practical book is the canonical reference to Google BigQuery, the query engine that lets you conduct interactive analysis of large datasets. BigQuery enables enterprises to efficiently store, query, ingest, and learn from their data in a convenient framework. With this book, you’ll examine how to ... Leer más

$41.99 USD

Work with petabyte-scale datasets while building a collaborative, agile workplace in the process. This practical book is the canonical reference to Google BigQuery, the query engine that lets you conduct interactive analysis of large datasets. BigQuery enables enterprises to efficiently store, query, ingest, and learn from their data in a convenient framework. With this book, you’ll examine how to
... Leer más
The Model Thinker

What You Need to Know to Make Data Work for You

de Scott E. Page ...

Work with data like a pro using this guide that breaks down how to organize, apply, and most importantly, understand what you are analyzing in order to become a true data ninja.From the stock market to genomics laboratories, census figures to marketing email blasts, we are awash with data. But as anyone who has ever opened up a spreadsheet packed with seemingly infinite lines of data knows, ... Leer más

$14.99 USD

Work with data like a pro using this guide that breaks down how to organize, apply, and most importantly, understand what you are analyzing in order to become a true data ninja.From the stock market to genomics laboratories, census figures to marketing email blasts, we are awash with data. But as anyone who has ever opened up a spreadsheet packed with seemingly infinite lines of data knows,
... Leer más
"You Are Not Expected to Understand This"

How 26 Lines of Code Changed the World

Edición de Torie Bosch ...

Leading technologists, historians, and journalists reveal the stories behind the computer coding that touches all aspects of life—for better or worseFew of us give much thought to computer code or how it comes to be. The very word “code” makes it sound immutable or even inevitable. “You Are Not Expected to Understand This” demonstrates that, far from being preordained, computer code is the result ... Leer más

$15.09 USD

Leading technologists, historians, and journalists reveal the stories behind the computer coding that touches all aspects of life—for better or worseFew of us give much thought to computer code or how it comes to be. The very word “code” makes it sound immutable or even inevitable. “You Are Not Expected to Understand This” demonstrates that, far from being preordained, computer code is the result
... Leer más
Data Science

de John D. Kelleher, Brendan Tierney ...

Series series The MIT Press Essential Knowledge series
A concise introduction to the emerging field of data science, explaining its evolution, relation to machine learning, current uses, data infrastructure issues, and ethical challenges.The goal of data science is to improve decision making through the analysis of data. Today data science determines the ads we see online, the books and movies that are recommended to us online, which emails are ... Leer más

$13.99 USD

A concise introduction to the emerging field of data science, explaining its evolution, relation to machine learning, current uses, data infrastructure issues, and ethical challenges.The goal of data science is to improve decision making through the analysis of data. Today data science determines the ads we see online, the books and movies that are recommended to us online, which emails are
... Leer más
Kafka: The Definitive Guide

Real-Time Data and Stream Processing at Scale

de 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 ... Leer más

$48.99 USD

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
... Leer más
Natural Language Processing with Transformers, Revised Edition

de Lewis Tunstall, Leandro von Werra, Thomas Wolf ...

Since their introduction in 2017, transformers have quickly become the dominant architecture for achieving state-of-the-art results on a variety of natural language processing tasks. If you're a data scientist or coder, this practical book -now revised in full color- shows you how to train and scale these large models using Hugging Face Transformers, a Python-based deep learning library ... Leer más

$41.99 USD

Since their introduction in 2017, transformers have quickly become the dominant architecture for achieving state-of-the-art results on a variety of natural language processing tasks. If you're a data scientist or coder, this practical book -now revised in full color- shows you how to train and scale these large models using Hugging Face Transformers, a Python-based deep learning library
... Leer más
Doing Data Science

Straight Talk from the Frontline

de Cathy O'Neil, Rachel Schutt ...

Now that people are aware that data can make the difference in an election or a business model, data science as an occupation is gaining ground. But how can you get started working in a wide-ranging, interdisciplinary field that’s so clouded in hype? This insightful book, based on Columbia University’s Introduction to Data Science class, tells you what you need to know.In many of these chapter ... Leer más

$28.99 USD

Now that people are aware that data can make the difference in an election or a business model, data science as an occupation is gaining ground. But how can you get started working in a wide-ranging, interdisciplinary field that’s so clouded in hype? This insightful book, based on Columbia University’s Introduction to Data Science class, tells you what you need to know.In many of these chapter
... Leer más
Streaming Systems

The What, Where, When, and How of Large-Scale Data Processing

de Tyler Akidau, Slava Chernyak, Reuven Lax ...

Streaming data is a big deal in big data these days. As more and more businesses seek to tame the massive unbounded data sets that pervade our world, streaming systems have finally reached a level of maturity sufficient for mainstream adoption. With this practical guide, data engineers, data scientists, and developers will learn how to work with streaming data in a conceptual and platform-agnostic ... Leer más

$48.99 USD

Streaming data is a big deal in big data these days. As more and more businesses seek to tame the massive unbounded data sets that pervade our world, streaming systems have finally reached a level of maturity sufficient for mainstream adoption. With this practical guide, data engineers, data scientists, and developers will learn how to work with streaming data in a conceptual and platform-agnostic
... Leer más
Python in a Nutshell

A Desktop Quick Reference

de Alex Martelli, Anna Martelli Ravenscroft, Steve Holden, Paul McGuire ...

Python was recently ranked as today's most popular programming language on the TIOBE index, thanks to its broad applicability to design and prototyping to testing, deployment, and maintenance. With this updated fourth edition, you'll learn how to get the most out of Python, whether you're a professional programmer or someone who needs this language to solve problems in a particular field.Carefully ... Leer más

$55.99 USD

Python was recently ranked as today's most popular programming language on the TIOBE index, thanks to its broad applicability to design and prototyping to testing, deployment, and maintenance. With this updated fourth edition, you'll learn how to get the most out of Python, whether you're a professional programmer or someone who needs this language to solve problems in a particular field.Carefully
... Leer más
Data Pipelines Pocket Reference

de James Densmore ...

Data pipelines are the foundation for success in data analytics. Moving data from numerous diverse sources and transforming it to provide context is the difference between having data and actually gaining value from it. This pocket reference defines data pipelines and explains how they work in today's modern data stack.You'll learn common considerations and key decision points when implementing ... Leer más

$18.99 USD

Data pipelines are the foundation for success in data analytics. Moving data from numerous diverse sources and transforming it to provide context is the difference between having data and actually gaining value from it. This pocket reference defines data pipelines and explains how they work in today's modern data stack.You'll learn common considerations and key decision points when implementing
... Leer más
Planning for Big Data

de Edd Wilder-James ...

In an age where everything is measurable, understanding big data is an essential. From creating new data-driven products through to increasing operational efficiency, big data has the potential to make your organization both more competitive and more innovative.As this emerging field transitions from the bleeding edge to enterprise infrastructure, it's vital to understand not only the technologies ... Leer más

Gratis

In an age where everything is measurable, understanding big data is an essential. From creating new data-driven products through to increasing operational efficiency, big data has the potential to make your organization both more competitive and more innovative.As this emerging field transitions from the bleeding edge to enterprise infrastructure, it's vital to understand not only the technologies
... Leer más
SQL and Relational Theory

How to Write Accurate SQL Code

de 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. ... Leer más

$24.99 USD

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.
... Leer más
Why Artificial Intelligence Necessitates Going Beyond Traditional Infrastructure:

Creating a Data Pipeline that Enables AI, Machine Learning and Deep Learning

de 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 ... Leer más

Gratis

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
... Leer más
Deep Neural Networks and Data for Automated Driving

Robustness, Uncertainty Quantification, and Insights Towards Safety

Edición de Tim Fingscheidt, Hanno Gottschalk, Sebastian Houben ...

This open access book brings together the latest developments from industry and research on automated driving and artificial intelligence.Environment perception for highly automated driving heavily employs deep neural networks, facing many challenges. How much data do we need for training and testing? How to use synthetic data to save labeling costs for training? How do we increase robustness and ... Leer más

Gratis

This open access book brings together the latest developments from industry and research on automated driving and artificial intelligence.Environment perception for highly automated driving heavily employs deep neural networks, facing many challenges. How much data do we need for training and testing? How to use synthetic data to save labeling costs for training? How do we increase robustness and
... Leer más
Analyzing the Analyzers

An Introspective Survey of Data Scientists and Their Work

de Harlan Harris, Sean Murphy, Marck Vaisman ...

Despite the excitement around "data science," "big data," and "analytics," the ambiguity of these terms has led to poor communication between data scientists and organizations seeking their help. In this report, authors Harlan Harris, Sean Murphy, and Marck Vaisman examine their survey of several hundred data science practitioners in mid-2012, when they asked respondents how they viewed their ... Leer más

Gratis

Despite the excitement around "data science," "big data," and "analytics," the ambiguity of these terms has led to poor communication between data scientists and organizations seeking their help. In this report, authors Harlan Harris, Sean Murphy, and Marck Vaisman examine their survey of several hundred data science practitioners in mid-2012, when they asked respondents how they viewed their
... Leer más
Mastering Algorithms with C

Useful Techniques from Sorting to Encryption

de Kyle Loudon ...

There are many books on data structures and algorithms, including some with useful libraries of C functions. Mastering Algorithms with C offers you a unique combination of theoretical background and working code. With robust solutions for everyday programming tasks, this book avoids the abstract style of most classic data structures and algorithms texts, but still provides all of the information ... Leer más

$36.99 USD

There are many books on data structures and algorithms, including some with useful libraries of C functions. Mastering Algorithms with C offers you a unique combination of theoretical background and working code. With robust solutions for everyday programming tasks, this book avoids the abstract style of most classic data structures and algorithms texts, but still provides all of the information
... Leer más
Microsoft Excel Spreadsheet Data Formulas

de Kenny L Keys ...

This book will allow users to quickly master Microsoft Excel data formulas: left, right, mid, trim, len, find, index, if, and, or, iserror, hlookup, vlookup, concatenate, offset, match, small, and large. In order to create powerful mega-formulas, which are used to extract and manipulate data without using VBA or macros, users will learn how to nestle formulas. This book makes it much easier for ... Leer más

$4.00 USD

This book will allow users to quickly master Microsoft Excel data formulas: left, right, mid, trim, len, find, index, if, and, or, iserror, hlookup, vlookup, concatenate, offset, match, small, and large. In order to create powerful mega-formulas, which are used to extract and manipulate data without using VBA or macros, users will learn how to nestle formulas. This book makes it much easier for
... Leer más
High Performance MySQL

Proven Strategies for Operating at Scale

de Silvia Botros, Jeremy Tinley ...

How can you realize MySQL's full power? With High Performance MySQL, you'll learn advanced techniques for everything from setting service-level objectives to designing schemas, indexes, and queries to tuning your server, operating system, and hardware to achieve your platform's full potential. This guide also teaches database administrators safe and practical ways to scale applications through ... Leer más

$41.99 USD

How can you realize MySQL's full power? With High Performance MySQL, you'll learn advanced techniques for everything from setting service-level objectives to designing schemas, indexes, and queries to tuning your server, operating system, and hardware to achieve your platform's full potential. This guide also teaches database administrators safe and practical ways to scale applications through
... Leer más
A City Is Not a Computer

Other Urban Intelligences

de Shannon Mattern ...

Series series Places Books
A bold reassessment of "smart cities" that reveals what is lost when we conceive of our urban spaces as computersComputational models of urbanism—smart cities that use data-driven planning and algorithmic administration—promise to deliver new urban efficiencies and conveniences. Yet these models limit our understanding of what we can know about a city. A City Is Not a Computer reveals how cities ... Leer más

$14.99 USD

A bold reassessment of "smart cities" that reveals what is lost when we conceive of our urban spaces as computersComputational models of urbanism—smart cities that use data-driven planning and algorithmic administration—promise to deliver new urban efficiencies and conveniences. Yet these models limit our understanding of what we can know about a city. A City Is Not a Computer reveals how cities
... Leer más
Storytelling with Data

Let's Practice!

de Cole Nussbaumer Knaflic ...

Influence action through data!This is not a book. It is a one-of-a-kind immersive learning experience through which you can become—or teach others to be—a powerful data storyteller.Let’s practice! helps you build confidence and credibility to create graphs and visualizations that make sense and weave them into action-inspiring stories. Expanding upon best seller storytelling with data’s ... Leer más

$25.00 USD

Influence action through data!This is not a book. It is a one-of-a-kind immersive learning experience through which you can become—or teach others to be—a powerful data storyteller.Let’s practice! helps you build confidence and credibility to create graphs and visualizations that make sense and weave them into action-inspiring stories. Expanding upon best seller storytelling with data’s
... Leer más
Data Science-Based Full-Lifespan Management of Lithium-Ion Battery

Manufacturing, Operation and Reutilization

de Kailong Liu, Yujie Wang, Xin Lai ...

Series series Engineering (R0)
This open access book comprehensively consolidates studies in the rapidly emerging field of battery management. The primary focus is to overview the new and emerging data science technologies for full-lifespan management of Li-ion batteries, which are categorized into three groups, namely (i) battery manufacturing management, (ii) battery operation management, and (iii) battery reutilization ... Leer más

Gratis

This open access book comprehensively consolidates studies in the rapidly emerging field of battery management. The primary focus is to overview the new and emerging data science technologies for full-lifespan management of Li-ion batteries, which are categorized into three groups, namely (i) battery manufacturing management, (ii) battery operation management, and (iii) battery reutilization
... Leer más
Fundamentals of Data Visualization

A Primer on Making Informative and Compelling Figures

de Claus O. Wilke ...

Effective visualization is the best way to communicate information from the increasingly large and complex datasets in the natural and social sciences. But with the increasing power of visualization software today, scientists, engineers, and business analysts often have to navigate a bewildering array of visualization choices and options.This practical book takes you through many commonly ... Leer más

$48.99 USD

Effective visualization is the best way to communicate information from the increasingly large and complex datasets in the natural and social sciences. But with the increasing power of visualization software today, scientists, engineers, and business analysts often have to navigate a bewildering array of visualization choices and options.This practical book takes you through many commonly
... Leer más
The Evolution of Data Products

de Mike Loukides ...

This report examines the important shifts in data products. Drawing from diverse examples, including iTunes, Google's self-driving car, and patient monitoring, author Mike Loukides explores the "disappearance" of data, the power of combining data, and the difference between discovery and recommendation. Looking ahead, the analysis finds the real changes in our lives will come from products and ... Leer más

Gratis

This report examines the important shifts in data products. Drawing from diverse examples, including iTunes, Google's self-driving car, and patient monitoring, author Mike Loukides explores the "disappearance" of data, the power of combining data, and the difference between discovery and recommendation. Looking ahead, the analysis finds the real changes in our lives will come from products and
... Leer más

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