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Data Preparation and Exploration

Applied to Healthcare Data

de Robert Hoyt, Robert Muenchen ...

Data scientists spend more than two-thirds of their time cleaning, preparing, exploring, and visualizing data before it is ready for modeling and mining. This textbook covers the important steps of data preparation and exploration that anyone who deals with data should know. The data preparation and exploration methods we include are spreadsheet and statistics package approaches, as well as the ... Leer más

$11.99 USD

Data scientists spend more than two-thirds of their time cleaning, preparing, exploring, and visualizing data before it is ready for modeling and mining. This textbook covers the important steps of data preparation and exploration that anyone who deals with data should know. The data preparation and exploration methods we include are spreadsheet and statistics package approaches, as well as the
... Leer más
Data Science with SQL Server Quick Start Guide

Integrate SQL Server with data science

de Dejan Sarka ...

Get unique insights from your data by combining the power of SQL Server, R and PythonKey FeaturesUse the features of SQL Server 2017 to implement the data science project life cycleLeverage the power of R and Python to design and develop efficient data modelsfind unique insights from your data with powerful techniques for data preprocessing and analysisBook DescriptionSQL Server only started to ... Leer más

$28.99 USD o gratis con Kobo Plus

Get unique insights from your data by combining the power of SQL Server, R and PythonKey FeaturesUse the features of SQL Server 2017 to implement the data science project life cycleLeverage the power of R and Python to design and develop efficient data modelsfind unique insights from your data with powerful techniques for data preprocessing and analysisBook DescriptionSQL Server only started to
... Leer más
SQL in a Nutshell

A Desktop Quick Reference

de Kevin Kline, Daniel Kline, Brand Hunt ...

SQL in a Nutshell applies the eminently useful "Nutshell" format to Structured Query Language (SQL), the elegant--but complex--descriptive language that is used to create and manipulate large stores of data. For SQL programmers, analysts, and database administrators, the new second edition of SQL in a Nutshell is the essential date language reference for the world's top SQL database products. SQL ... Leer más

$25.99 USD

SQL in a Nutshell applies the eminently useful "Nutshell" format to Structured Query Language (SQL), the elegant--but complex--descriptive language that is used to create and manipulate large stores of data. For SQL programmers, analysts, and database administrators, the new second edition of SQL in a Nutshell is the essential date language reference for the world's top SQL database products. SQL
... Leer más
97 Things Every Data Engineer Should Know

de Tobias Macey ...

Take advantage of today's sky-high demand for data engineers. With this in-depth book, current and aspiring engineers will learn powerful real-world best practices for managing data big and small. Contributors from notable companies including Twitter, Google, Stitch Fix, Microsoft, Capital One, and LinkedIn share their experiences and lessons learned for overcoming a variety of specific and often ... Leer más

$30.99 USD

Take advantage of today's sky-high demand for data engineers. With this in-depth book, current and aspiring engineers will learn powerful real-world best practices for managing data big and small. Contributors from notable companies including Twitter, Google, Stitch Fix, Microsoft, Capital One, and LinkedIn share their experiences and lessons learned for overcoming a variety of specific and often
... Leer más
E-mini Futures Trading Earning: Cognitive Energy Since 2016-01-01 Through 2020-05-14

de Tao Yang ...

Within two months, US stock market will end the current rally. The current rally is now facing big pressure from go up further. Within half year, after the pull back from the current rally, US market can go up again to provide a second rally. However, after the predicted second rally, within one year, the US market will crash again to break the low point of this crash, for S&P 500 Mini, the price ... Leer más

$0.99 USD o gratis con Kobo Plus

Within two months, US stock market will end the current rally. The current rally is now facing big pressure from go up further. Within half year, after the pull back from the current rally, US market can go up again to provide a second rally. However, after the predicted second rally, within one year, the US market will crash again to break the low point of this crash, for S&P 500 Mini, the price
... Leer más
Mastering Python for Bioinformatics

How to Write Flexible, Documented, Tested Python Code for Research Computing

de Ken Youens-Clark ...

Life scientists today urgently need training in bioinformatics skills. Too many bioinformatics programs are poorly written and barely maintained, usually by students and researchers who've never learned basic programming skills. This practical guide shows postdoc bioinformatics professionals and students how to exploit the best parts of Python to solve problems in biology while creating documented ... Leer más

$61.99 USD

Life scientists today urgently need training in bioinformatics skills. Too many bioinformatics programs are poorly written and barely maintained, usually by students and researchers who've never learned basic programming skills. This practical guide shows postdoc bioinformatics professionals and students how to exploit the best parts of Python to solve problems in biology while creating documented
... Leer más
ZooKeeper

Distributed Process Coordination

de Flavio Junqueira, Benjamin Reed ...

Building distributed applications is difficult enough without having to coordinate the actions that make them work. This practical guide shows how Apache ZooKeeper helps you manage distributed systems, so you can focus mainly on application logic. Even with ZooKeeper, implementing coordination tasks is not trivial, but this book provides good practices to give you a head start, and points out ... Leer más

$21.99 USD

Building distributed applications is difficult enough without having to coordinate the actions that make them work. This practical guide shows how Apache ZooKeeper helps you manage distributed systems, so you can focus mainly on application logic. Even with ZooKeeper, implementing coordination tasks is not trivial, but this book provides good practices to give you a head start, and points out
... Leer más
Data Science: The Hard Parts

Techniques for Excelling at Data Science

de Daniel Vaughan ...

This practical guide provides a collection of techniques and best practices that are generally overlooked in most data engineering and data science pedagogy. A common misconception is that great data scientists are experts in the "big themes" of the discipline—machine learning and programming. But most of the time, these tools can only take us so far. In practice, the smaller tools and skills ... Leer más

$41.99 USD

This practical guide provides a collection of techniques and best practices that are generally overlooked in most data engineering and data science pedagogy. A common misconception is that great data scientists are experts in the "big themes" of the discipline—machine learning and programming. But most of the time, these tools can only take us so far. In practice, the smaller tools and skills
... Leer más
Advanced Splunk

Master the art of getting the maximum out of your machine data using Splunk

de Ashish Kumar Tulsiram Yadav ...

Master the art of getting the maximum out of your machine data using SplunkKey Features\[\*\] A practical and comprehensive guide to the advanced functions of Splunk,, including the new features of Splunk 6.3\[\*\] Develop and manage your own Splunk apps for greater insight from your machine data\[\*\] Full coverage of high-level Splunk techniques including advanced searches, manipulations, and ... Leer más

$41.99 USD o gratis con Kobo Plus

Master the art of getting the maximum out of your machine data using SplunkKey Features\[\*\] A practical and comprehensive guide to the advanced functions of Splunk,, including the new features of Splunk 6.3\[\*\] Develop and manage your own Splunk apps for greater insight from your machine data\[\*\] Full coverage of high-level Splunk techniques including advanced searches, manipulations, and
... Leer más
Deployment and Operation of Complex Software in Heterogeneous Execution Environments

The SODALITE Approach

Edición de Elisabetta Di Nitto, Jesús Gorroñogoitia Cruz, Indika Kumara, Dragan Radolović, Kamil Tokmakov, Zoe Vasileiou ...

Series series SpringerBriefs in Applied Sciences and Technology
This open access book provides an overview of the work developed within the SODALITE project, which aims at facilitating the deployment and operation of distributed software on top of heterogeneous infrastructures, including cloud, HPC and edge resources. The experts participating in the project describe how SODALITE works and how it can be exploited by end users. While multiple languages and ... Leer más

Gratis

This open access book provides an overview of the work developed within the SODALITE project, which aims at facilitating the deployment and operation of distributed software on top of heterogeneous infrastructures, including cloud, HPC and edge resources. The experts participating in the project describe how SODALITE works and how it can be exploited by end users. While multiple languages and
... Leer más
Apache Oozie

The Workflow Scheduler for Hadoop

de Mohammad Kamrul Islam, Aravind Srinivasan ...

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 writing and coordinating workflows, and learn how to ... Leer más

$24.99 USD

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 writing and coordinating workflows, and learn how to
... Leer más
Natural Language Processing with Python: Natural Language Processing Using NLTK

de Frank Millstein ...

This book is a perfect beginner's guide to natural language processing. It is offering an easy to understand guide to implementing NLP techniques using Python. Natural language processing has been around for more than fifty years, but just recently with greater amounts of data present and better computational powers, it has gained a greater popularity.Given the importance of data, there is no ... Leer más

$3.99 USD o gratis con Kobo Plus

This book is a perfect beginner's guide to natural language processing. It is offering an easy to understand guide to implementing NLP techniques using Python. Natural language processing has been around for more than fifty years, but just recently with greater amounts of data present and better computational powers, it has gained a greater popularity.Given the importance of data, there is no
... Leer más
Mastering the Data Paradox

Key to Winning in the AI Age

de Nitin Seth ...

There are two remarkable phenomena that are unfolding almost simultaneously. The first is the emergence of a data-first world, where data has become a central driving force, shaping industries and fueling innovation. The second is the dawn of the AI age, propelled by the advent of Generative AI, that has created the possibility to leverage the data of the world for the first time. The convergence ... Leer más

$4.99 USD

There are two remarkable phenomena that are unfolding almost simultaneously. The first is the emergence of a data-first world, where data has become a central driving force, shaping industries and fueling innovation. The second is the dawn of the AI age, propelled by the advent of Generative AI, that has created the possibility to leverage the data of the world for the first time. The convergence
... Leer más
Kubeflow for Machine Learning

de Trevor Grant, Holden Karau, Boris Lublinsky, Richard Liu, Ilan Filonenko ...

If you're training a machine learning model but aren't sure how to put it into production, this book will get you there. Kubeflow provides a collection of cloud native tools for different stages of a model's lifecycle, from data exploration, feature preparation, and model training to model serving. This guide helps data scientists build production-grade machine learning implementations with ... Leer más

$30.99 USD

If you're training a machine learning model but aren't sure how to put it into production, this book will get you there. Kubeflow provides a collection of cloud native tools for different stages of a model's lifecycle, from data exploration, feature preparation, and model training to model serving. This guide helps data scientists build production-grade machine learning implementations with
... Leer más
Interactive Visualization and Plotting with Julia

Create impressive data visualizations through Julia packages such as Plots, Makie, Gadfly, and more

de Diego Javier Zea ...

Represent and analyze data using Plots to find actionable insights using Julia programmingKey FeaturesLearn to use static and interactive plots to explore data with JuliaBecome well versed with the various plotting attributes needed to customize your plotsCreate insightful and appealing plots using data interactions, animations, layouts, and themesBook DescriptionThe Julia programming language ... Leer más

$35.99 USD o gratis con Kobo Plus

Represent and analyze data using Plots to find actionable insights using Julia programmingKey FeaturesLearn to use static and interactive plots to explore data with JuliaBecome well versed with the various plotting attributes needed to customize your plotsCreate insightful and appealing plots using data interactions, animations, layouts, and themesBook DescriptionThe Julia programming language
... Leer más
Thoughtful Machine Learning with Python

A Test-Driven Approach

de Matthew Kirk ...

Gain the confidence you need to apply machine learning in your daily work. With this practical guide, author Matthew Kirk shows you how to integrate and test machine learning algorithms in your code, without the academic subtext.Featuring graphs and highlighted code examples throughout, the book features tests with Python’s Numpy, Pandas, Scikit-Learn, and SciPy data science libraries. If you’re a ... Leer más

$26.99 USD

Gain the confidence you need to apply machine learning in your daily work. With this practical guide, author Matthew Kirk shows you how to integrate and test machine learning algorithms in your code, without the academic subtext.Featuring graphs and highlighted code examples throughout, the book features tests with Python’s Numpy, Pandas, Scikit-Learn, and SciPy data science libraries. If you’re a
... Leer más
Scaling Python with Ray

Adventures in Cloud and Serverless Patterns

de Holden Karau, Boris Lublinsky ...

Serverless computing enables developers to concentrate solely on their applications rather than worry about where they've been deployed. With the Ray general-purpose serverless implementation in Python, programmers and data scientists can hide servers, implement stateful applications, support direct communication between tasks, and access hardware accelerators.In this book, experienced software ... Leer más

$41.99 USD

Serverless computing enables developers to concentrate solely on their applications rather than worry about where they've been deployed. With the Ray general-purpose serverless implementation in Python, programmers and data scientists can hide servers, implement stateful applications, support direct communication between tasks, and access hardware accelerators.In this book, experienced software
... Leer más
Data Mesh in Action

de Jacek Majchrzak, Sven Balnojan, Marian Siwiak ...

Revolutionize the way your organization approaches data with a data mesh! This new decentralized architecture outpaces monolithic lakes and warehouses and can work for a company of any size.In Data Mesh in Action you will learn how to:Implement a data mesh in your organizationTurn data into a data productMove from your current data architecture to a data meshIdentify data domains, and decompose an ... Leer más

$58.99 USD

Revolutionize the way your organization approaches data with a data mesh! This new decentralized architecture outpaces monolithic lakes and warehouses and can work for a company of any size.In Data Mesh in Action you will learn how to:Implement a data mesh in your organizationTurn data into a data productMove from your current data architecture to a data meshIdentify data domains, and decompose an
... Leer más
Data Engineering Best Practices

Architect robust and cost-effective data solutions in the cloud era

de David Larochelle, Richard J. Schiller ...

Explore modern data engineering techniques and best practices to build scalable, efficient, and future-proof data processing systems across cloud platformsKey FeaturesArchitect and engineer optimized data solutions in the cloud with best practices for performance and cost-effectivenessExplore design patterns and use cases to balance roles, technology choices, and processes for a future-proof ... Leer más

$35.99 USD o gratis con Kobo Plus

Explore modern data engineering techniques and best practices to build scalable, efficient, and future-proof data processing systems across cloud platformsKey FeaturesArchitect and engineer optimized data solutions in the cloud with best practices for performance and cost-effectivenessExplore design patterns and use cases to balance roles, technology choices, and processes for a future-proof
... Leer más
Microsoft Access

Database Creation and Management through Microsoft Access

de Steven Bright ...

This Microsoft Access manual will help you to learn how to use Microsoft Access to create and manage relational database.It also contains Microsoft Access multiple choice question and answers that will be of great help to you. These are what you will learn:*Database Terminologies*Relationships in Relational Database*Database Application Areas*Starting and Exiting Microsoft Access*Microsoft Access ... Leer más

$2.99 USD o gratis con Kobo Plus

This Microsoft Access manual will help you to learn how to use Microsoft Access to create and manage relational database.It also contains Microsoft Access multiple choice question and answers that will be of great help to you. These are what you will learn:*Database Terminologies*Relationships in Relational Database*Database Application Areas*Starting and Exiting Microsoft Access*Microsoft Access
... Leer más
Python Data Cleaning and Preparation Best Practices

A practical guide to organizing and handling data from various sources and formats using Python

de Maria Zervou ...

Take your data preparation skills to the next level by converting any type of data asset into a structured, formatted, and readily usable dataset Key FeaturesMaximize the value of your data through effective data cleaning methodsEnhance your data skills using strategies for handling structured and unstructured dataElevate the quality of your data products by testing and validating your data ... Leer más

$34.99 USD o gratis con Kobo Plus

Take your data preparation skills to the next level by converting any type of data asset into a structured, formatted, and readily usable dataset Key FeaturesMaximize the value of your data through effective data cleaning methodsEnhance your data skills using strategies for handling structured and unstructured dataElevate the quality of your data products by testing and validating your data
... Leer más
Healthcare Information Security and Privacy

de Sean P. Murphy ...

Secure and protect sensitive personal patient healthcare informationWritten by a healthcare information security and privacy expert, this definitive resource fully addresses security and privacy controls for patient healthcare information. Healthcare Information Security and Privacy introduces you to the realm of healthcare and patient health records with a complete overview of healthcare ... Leer más

$49.99 USD

Secure and protect sensitive personal patient healthcare informationWritten by a healthcare information security and privacy expert, this definitive resource fully addresses security and privacy controls for patient healthcare information. Healthcare Information Security and Privacy introduces you to the realm of healthcare and patient health records with a complete overview of healthcare
... Leer más
Big Data Complete Certification Kit - Core Series for IT

de Ivanka Menken ...

We live in a data-driven world. Increasingly, the efficient operation of organizations across sectors relies on the effective use of vast amounts of data. Making sense of big data is a combination of organizations having the tools, skills and more importantly, the mindset to see data as the new 'oil' fuelling a company. Unfortunately, the technology has evolved faster than the workforce skills to ... Leer más

$57.99 USD o gratis con Kobo Plus

We live in a data-driven world. Increasingly, the efficient operation of organizations across sectors relies on the effective use of vast amounts of data. Making sense of big data is a combination of organizations having the tools, skills and more importantly, the mindset to see data as the new 'oil' fuelling a company. Unfortunately, the technology has evolved faster than the workforce skills to
... Leer más
Hadoop MapReduce v2 Cookbook

Explore the Hadoop MapReduce v2 ecosystem to gain insights from very large datasets

de Nanayakkara Kuruppuge T Gunarathne ...

Key FeaturesBook DescriptionIf you are a Big Data enthusiast and wish to use Hadoop v2 to solve your problems, then this book is for you. This book is for Java programmers with little to moderate knowledge of Hadoop MapReduce. This is also a one-stop reference for developers and system admins who want to quickly get up to speed with using Hadoop v2. It would be helpful to have a basic knowledge of ... Leer más

$31.99 USD o gratis con Kobo Plus

Key FeaturesBook DescriptionIf you are a Big Data enthusiast and wish to use Hadoop v2 to solve your problems, then this book is for you. This book is for Java programmers with little to moderate knowledge of Hadoop MapReduce. This is also a one-stop reference for developers and system admins who want to quickly get up to speed with using Hadoop v2. It would be helpful to have a basic knowledge of
... Leer más

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