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Machine Learning with Spark and Python

Essential Techniques for Predictive Analytics

door Michael Bowles ...

Machine Learning with Spark and Python Essential Techniques for Predictive Analytics, Second Edition simplifies ML for practical uses by focusing on two key algorithms. This new second edition improves with the addition of Spark—a ML framework from the Apache foundation. By implementing Spark, machine learning students can easily process much large data sets and call the spark algorithms using ... Meer lezen

32,99 €

Machine Learning with Spark and Python Essential Techniques for Predictive Analytics, Second Edition simplifies ML for practical uses by focusing on two key algorithms. This new second edition improves with the addition of Spark—a ML framework from the Apache foundation. By implementing Spark, machine learning students can easily process much large data sets and call the spark algorithms using
... Meer lezen
Google Analytics 4 für Dummies

door Patrick Mohr, Marcus Stade ...

Serie series Für Dummies
Mit diesem Buch bleiben Sie on trackStarten Sie in die Web-Analyse mit Google Analytics 4. Dieses Buch ist das richtige für Sie, egal, ob Sie bereits mit Google Analytics gearbeitet haben oder nicht. Patrick Mohr und Marcus Stade zeigen Ihnen, wie Google Analytics 4 aufgebaut ist, wie Sie es implementieren und wie Sie Daten interpretieren. Sie lernen, wie Sie Webseiten auswerten und Kampagnen ... Meer lezen

21,99 €

Mit diesem Buch bleiben Sie on trackStarten Sie in die Web-Analyse mit Google Analytics 4. Dieses Buch ist das richtige für Sie, egal, ob Sie bereits mit Google Analytics gearbeitet haben oder nicht. Patrick Mohr und Marcus Stade zeigen Ihnen, wie Google Analytics 4 aufgebaut ist, wie Sie es implementieren und wie Sie Daten interpretieren. Sie lernen, wie Sie Webseiten auswerten und Kampagnen
... Meer lezen
The Model Thinker

What You Need to Know to Make Data Work for You

door 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, ... Meer lezen

11,99 €

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,
... Meer lezen
Deception and Delay in Organized Conflict

Essays on the Mathematical Theory of Maskirovka

door Rodrick Wallace ...

Serie series Intelligent Technologies and Robotics (R0)
This book explores the role of deception, delay, and self-deception in the dynamics of organized conflict, taking a formal approach that hews closely to the asymptotic limit theorems of information and control theories. The resulting probability models can, with some effort—and some confidence—be converted to statistical tools for the analysis of real-time observational and ‘experimental’ data on ... Meer lezen

47,69 €

This book explores the role of deception, delay, and self-deception in the dynamics of organized conflict, taking a formal approach that hews closely to the asymptotic limit theorems of information and control theories. The resulting probability models can, with some effort—and some confidence—be converted to statistical tools for the analysis of real-time observational and ‘experimental’ data on
... Meer lezen
Macros Do Microsoft Excel 2010

door Joaquim B. De Souza ...

As macros no Microsoft Excel 2010 são extremamente importantes por várias razões, especialmente quando se trata de melhorar a eficiência e a precisão nas tarefas diárias. Aqui estão alguns dos principais benefícios: Automatização de Tarefas Repetitivas: Macros permitem que você grave uma sequência de ações e as reproduza com um clique, economizando tempo em tarefas rotineiras como formatação de ... Meer lezen

4,99 € of Gratis met Kobo Plus

As macros no Microsoft Excel 2010 são extremamente importantes por várias razões, especialmente quando se trata de melhorar a eficiência e a precisão nas tarefas diárias. Aqui estão alguns dos principais benefícios: Automatização de Tarefas Repetitivas: Macros permitem que você grave uma sequência de ações e as reproduza com um clique, economizando tempo em tarefas rotineiras como formatação de
... Meer lezen
The R Primer

door Claus Thorn Ekstrom ...

Newcomers to R are often intimidated by the command-line interface, the vast number of functions and packages, or the processes of importing data and performing a simple statistical analysis. The R Primer provides a collection of concise examples and solutions to R problems frequently encountered by new users of this statistical software.Rather than explore the many options available for every ... Meer lezen

59,51 €

Newcomers to R are often intimidated by the command-line interface, the vast number of functions and packages, or the processes of importing data and performing a simple statistical analysis. The R Primer provides a collection of concise examples and solutions to R problems frequently encountered by new users of this statistical software.Rather than explore the many options available for every
... Meer lezen
From Data to Solutions in Data Science with Python

From Problem Definition to Responsible Solutions

door Mathias Ellmann ...

What is the value of a high-performing Machine Learning model if it solves the wrong problem?Data Science is often taught through methods: cleaning data, engineering features, training models, and comparing metrics.But real projects often begin somewhere else: with an unclear problem, conflicting expectations, incomplete data, uncertain target variables, and the question of which decision should ... Meer lezen

8,99 € of Gratis met Kobo Plus

What is the value of a high-performing Machine Learning model if it solves the wrong problem?Data Science is often taught through methods: cleaning data, engineering features, training models, and comparing metrics.But real projects often begin somewhere else: with an unclear problem, conflicting expectations, incomplete data, uncertain target variables, and the question of which decision should
... Meer lezen
Bayesian Analysis with Python

A practical guide to probabilistic modeling

door Osvaldo Martin ...

Learn the fundamentals of Bayesian modeling using state-of-the-art Python libraries, such as PyMC, ArviZ, Bambi, and more, guided by an experienced Bayesian modeler who contributes to these libraries. Free with your book: DRM-free PDF version + access to Packt's next-gen Reader\*Key FeaturesConduct Bayesian data analysis with step-by-step guidanceGain insight into a modern, practical, and ... Meer lezen

28,61 € of Gratis met Kobo Plus

Learn the fundamentals of Bayesian modeling using state-of-the-art Python libraries, such as PyMC, ArviZ, Bambi, and more, guided by an experienced Bayesian modeler who contributes to these libraries. Free with your book: DRM-free PDF version + access to Packt's next-gen Reader\*Key FeaturesConduct Bayesian data analysis with step-by-step guidanceGain insight into a modern, practical, and
... Meer lezen
Serverless ETL and Analytics with AWS Glue

Design scalable data lakes, optimize ETL pipelines, and accelerate analytics on AWS

door Noritaka Sekiyama, Albert Quiroga, Tomohiro Tanaka, Subramanya Vajiraya, Akira Ajisaka, Ishan Gaur ...

Use AWS Glue to integrate growing data sources with serverless ETL, building secure, observable pipelines that support reliable analytics while managing performance and cost across a governed AWS data platform as workloads growKey FeaturesUse runnable code, console walkthroughs, and downloadable examples for core AWS Glue workflowsApply DataOps practices with AWS CDK, Docker, and CI/CD in real ... Meer lezen

31,79 € of Gratis met Kobo Plus

Use AWS Glue to integrate growing data sources with serverless ETL, building secure, observable pipelines that support reliable analytics while managing performance and cost across a governed AWS data platform as workloads growKey FeaturesUse runnable code, console walkthroughs, and downloadable examples for core AWS Glue workflowsApply DataOps practices with AWS CDK, Docker, and CI/CD in real
... Meer lezen
Serverless ETL and Analytics with AWS Glue

Your comprehensive reference guide to learning about AWS Glue and its features

door Vishal Pathak, Subramanya Vajiraya, Noritaka Sekiyama, Tomohiro Tanaka, Albert Quiroga, Ishan Gaur ...

Build efficient data lakes that can scale to virtually unlimited size using AWS GlueKey FeaturesBook DescriptionOrganizations these days have gravitated toward services such as AWS Glue that undertake undifferentiated heavy lifting and provide serverless Spark, enabling you to create and manage data lakes in a serverless fashion. This guide shows you how AWS Glue can be used to solve real-world ... Meer lezen

57,23 € of Gratis met Kobo Plus

Build efficient data lakes that can scale to virtually unlimited size using AWS GlueKey FeaturesBook DescriptionOrganizations these days have gravitated toward services such as AWS Glue that undertake undifferentiated heavy lifting and provide serverless Spark, enabling you to create and manage data lakes in a serverless fashion. This guide shows you how AWS Glue can be used to solve real-world
... Meer lezen
Как вытащить из данных максимум: Навыки аналитики для неспециалистов

door Джордан Морроу ...

Vertaald door Мария Кульнева ...

Дата-грамотность, то есть способность ориентироваться в мире данных, — ключевой навык сегодняшнего дня. Ежедневно в соцсетях публикуются миллиарды сообщений, электронные почтовые ящики по всей планете гудят от писем, а каждый подключенный к интернету автомобиль производит терабайты данных, не говоря уже об онлайн-магазинах, платежных системах и государственных цифровых сервисах. Однако работать с ... Meer lezen

10,99 € of Gratis met Kobo Plus

Дата-грамотность, то есть способность ориентироваться в мире данных, — ключевой навык сегодняшнего дня. Ежедневно в соцсетях публикуются миллиарды сообщений, электронные почтовые ящики по всей планете гудят от писем, а каждый подключенный к интернету автомобиль производит терабайты данных, не говоря уже об онлайн-магазинах, платежных системах и государственных цифровых сервисах. Однако работать с
... Meer lezen
Digital Oil

Machineries of Knowing

door Eric Monteiro ...

Serie series Infrastructures
How is digitalization of the offshore oil industry fundamentally changing how we understand work and ways of knowing?Digitalization sits at the forefront of public and academic conversation today, calling into question how we work and how we know. In Digital Oil, Eric Monteiro uses the Norwegian offshore oil and gas industry as a lens to investigate the effects of digitalization on embodied labor, ... Meer lezen

20,13 €

How is digitalization of the offshore oil industry fundamentally changing how we understand work and ways of knowing?Digitalization sits at the forefront of public and academic conversation today, calling into question how we work and how we know. In Digital Oil, Eric Monteiro uses the Norwegian offshore oil and gas industry as a lens to investigate the effects of digitalization on embodied labor,
... Meer lezen
Critical Data Literacies

Rethinking Data and Everyday Life

door Luci Pangrazio, Neil Selwyn ...

A guide to everything you need to understand to navigate a world increasingly governed by data.Data has become a defining issue of current times. Our everyday lives are shaped by the data that is produced about us (and by us) through digital technologies. In this book, Critical Data Literacies, Luci Pangrazio and Neil Selwyn introduce readers to the central concepts, ideas, and arguments required ... Meer lezen

20,13 €

A guide to everything you need to understand to navigate a world increasingly governed by data.Data has become a defining issue of current times. Our everyday lives are shaped by the data that is produced about us (and by us) through digital technologies. In this book, Critical Data Literacies, Luci Pangrazio and Neil Selwyn introduce readers to the central concepts, ideas, and arguments required
... Meer lezen
Complex, Intelligent and Software Intensive Systems

Proceedings of the 19th International Conference on Complex, Intelligent, and Software Intensive Systems (CISIS-2025), Volume 2

Bewerkt door Leonard Barolli, Tomoya Enokido, Isaac Woungang ...

Serie series Springer Nature Proceedings excluding Computer Science
Software intensive systems are systems which heavily interact with other systems, sensors, actuators, devices, other software systems and users. More and more domains are involved with software intensive systems, e.g., automotive systems, telecommunication systems, embedded systems in general, industrial automation systems and business applications. Moreover, the outcome of web services delivers a ... Meer lezen

232,14 €

Software intensive systems are systems which heavily interact with other systems, sensors, actuators, devices, other software systems and users. More and more domains are involved with software intensive systems, e.g., automotive systems, telecommunication systems, embedded systems in general, industrial automation systems and business applications. Moreover, the outcome of web services delivers a
... Meer lezen
Entwicklung einer interaktiven Wirbelsäule inklusive gamifizierter Lernanwendung

door Philipp Goldbach ...

Serie series Education and Social Work (German Language)
Der Forschungsschwerpunkt in diesem Buch umfasst die Untersuchung der aktuellen Lehrparadigmen in der medizinischen Lehre sowie eine Analyse von Bildungstechnologien, welche unterstützen können, den Lernprozess interaktiv und anschaulich zu gestalten.Dabei stand die Entwicklung einer solchen Bildungstechnologie in Form eines interaktiven Wirbelsäulenmodells im Fokus dieser Arbeit. In einer ... Meer lezen

59,43 €

Der Forschungsschwerpunkt in diesem Buch umfasst die Untersuchung der aktuellen Lehrparadigmen in der medizinischen Lehre sowie eine Analyse von Bildungstechnologien, welche unterstützen können, den Lernprozess interaktiv und anschaulich zu gestalten.Dabei stand die Entwicklung einer solchen Bildungstechnologie in Form eines interaktiven Wirbelsäulenmodells im Fokus dieser Arbeit. In einer
... Meer lezen
The Monetization of Technical Data

Innovations from Industry and Research

Bewerkt door Daniel Trauth, Thomas Bergs, Wolfgang Prinz ...

Serie series Intelligent Technologies and Robotics (R0)
The monetization of data is a very young topic, for which there are only very few case studies. There is a lack of strategy or concept that shows decision-makers the way into the monetization of data, especially those who have discovered or are threatened by the digital transformation or Industry 4.0. Because machine data is usually unstructured and not usable without domain knowledge/metadata, ... Meer lezen

137,79 €

The monetization of data is a very young topic, for which there are only very few case studies. There is a lack of strategy or concept that shows decision-makers the way into the monetization of data, especially those who have discovered or are threatened by the digital transformation or Industry 4.0. Because machine data is usually unstructured and not usable without domain knowledge/metadata,
... Meer lezen
Lessons in Bioinformatics - Dot Plots

Lessons in Bioinformatics, #1

door Björn Olsson ...

Serie Boek 1 - Lessons in Bioinformatics
This book is intended to be the first volume in a series of books, Lessons in Bioinformatics, on fundamental concepts and methods in bioinformatics. Each book will focus on a single topic, which is explained in a comprehensive and detailed, yet easy-to-read, format. The books are primarily addressed towards beginner bioinformaticians who are building up a broad base of knowledge and skills. ... Meer lezen

2,99 € of Gratis met Kobo Plus

This book is intended to be the first volume in a series of books, Lessons in Bioinformatics, on fundamental concepts and methods in bioinformatics. Each book will focus on a single topic, which is explained in a comprehensive and detailed, yet easy-to-read, format. The books are primarily addressed towards beginner bioinformaticians who are building up a broad base of knowledge and skills.
... Meer lezen
Artificial Intelligence for Cyber-Physical Systems Hardening

Bewerkt door Issa Traore, Isaac Woungang, Sherif Saad ...

Serie series Engineering (R0)
This book presents advances in security assurance for cyber-physical systems (CPS) and report on new machine learning (ML) and artificial intelligence (AI) approaches and technologies developed by the research community and the industry to address the challenges faced by this emerging field.Cyber-physical systems bridge the divide between cyber and physical-mechanical systems by combining ... Meer lezen

169,59 €

This book presents advances in security assurance for cyber-physical systems (CPS) and report on new machine learning (ML) and artificial intelligence (AI) approaches and technologies developed by the research community and the industry to address the challenges faced by this emerging field.Cyber-physical systems bridge the divide between cyber and physical-mechanical systems by combining
... Meer lezen
Artificial Intelligence for Societal Issues

Bewerkt door Anupam Biswas, Vijay Bhaskar Semwal, Durgesh Singh ...

Serie series Intelligent Technologies and Robotics (R0)
Artificial intelligence (AI) has the potential to provide innovative solutions to various societal issues and real-world social challenges. AI is useful in combating some of the seemingly unsolvable social crises facing the world today. Be it disaster awareness and management or demand forecasting, or healthcare informatics or disease outbreaks like COVID-19, the AI plays a pivotal role everywhere ... Meer lezen

180,19 €

Artificial intelligence (AI) has the potential to provide innovative solutions to various societal issues and real-world social challenges. AI is useful in combating some of the seemingly unsolvable social crises facing the world today. Be it disaster awareness and management or demand forecasting, or healthcare informatics or disease outbreaks like COVID-19, the AI plays a pivotal role everywhere
... Meer lezen
Big Data in Information Society and Digital Economy

Bewerkt door Aleksei V. Bogoviz ...

Serie series Intelligent Technologies and Robotics (R0)
This book redefines the essence of the information society and the digital economy, offering a new approach to their management and organization based on big data. The novelty of the new approach is that it ensures the use of the advanced technological capabilities of the Fourth Industrial Revolution to accelerate socio-economic development. The success of the new approach is based on progressive ... Meer lezen

169,59 €

This book redefines the essence of the information society and the digital economy, offering a new approach to their management and organization based on big data. The novelty of the new approach is that it ensures the use of the advanced technological capabilities of the Fourth Industrial Revolution to accelerate socio-economic development. The success of the new approach is based on progressive
... Meer lezen
The Autonomous Web

door Herwig Unger, Mario Kubek ...

Serie series Intelligent Technologies and Robotics (R0)
This book initiates a transformation of the Web into a self-managing, autonomous information system to challenge today’s all-embracing role of big search engines as centralized information managers. In the last decades, the World Wide Web became the biggest source for all kinds of information needed. After a short review of the state of the art, a Web-based system is presented for the first time, ... Meer lezen

137,79 €

This book initiates a transformation of the Web into a self-managing, autonomous information system to challenge today’s all-embracing role of big search engines as centralized information managers. In the last decades, the World Wide Web became the biggest source for all kinds of information needed. After a short review of the state of the art, a Web-based system is presented for the first time,
... Meer lezen
The Road to General Intelligence

door Jerry Swan, Eric Nivel, Neel Kant, Jules Hedges, Timothy Atkinson, Bas Steunebrink ...

Serie series Intelligent Technologies and Robotics (R0)
Humans have always dreamed of automating laborious physical and intellectual tasks, but the latter has proved more elusive than naively suspected. Seven decades of systematic study of Artificial Intelligence have witnessed cycles of hubris and despair. The successful realization of General Intelligence (evidenced by the kind of cross-domain flexibility enjoyed by humans) will spawn an industry ... Meer lezen

Gratis

Humans have always dreamed of automating laborious physical and intellectual tasks, but the latter has proved more elusive than naively suspected. Seven decades of systematic study of Artificial Intelligence have witnessed cycles of hubris and despair. The successful realization of General Intelligence (evidenced by the kind of cross-domain flexibility enjoyed by humans) will spawn an industry
... Meer lezen
AI and IoT for Sustainable Development in Emerging Countries

Challenges and Opportunities

Bewerkt door Zakaria Boulouard, Mariya Ouaissa, Mariyam Ouaissa, Sarah El Himer ...

Serie series Intelligent Technologies and Robotics (R0)
This book comprises a number of state-of-the-art contributions from both scientists and practitioners working in a large pool of fields where AI and IoT can open up new horizons. Artificial intelligence and Internet of Things have introduced themselves today as must-have technologies in almost every sector. Ranging from agriculture to industry and health care, the scope of applications of AI and ... Meer lezen

127,19 €

This book comprises a number of state-of-the-art contributions from both scientists and practitioners working in a large pool of fields where AI and IoT can open up new horizons. Artificial intelligence and Internet of Things have introduced themselves today as must-have technologies in almost every sector. Ranging from agriculture to industry and health care, the scope of applications of AI and
... Meer lezen
Advances in Intelligent Systems, Computer Science and Digital Economics III

Bewerkt door Zhengbing Hu, Sergei Gavriushin, Sergey Petoukhov, Matthew He ...

Serie series Springer Nature Proceedings excluding Computer Science
The book comprises high-quality refereed research papers presented at the Third International Symposium on Computer Science, Digital Economy, and Intelligent Systems (CSDEIS2021), held in Moscow, Russia, on December 25-26, 2021, organized jointly by the Mechanical Engineering Research Institute of the Russian Academy of Sciences，Moscow State Technical University, and the International Research ... Meer lezen

158,99 €

The book comprises high-quality refereed research papers presented at the Third International Symposium on Computer Science, Digital Economy, and Intelligent Systems (CSDEIS2021), held in Moscow, Russia, on December 25-26, 2021, organized jointly by the Mechanical Engineering Research Institute of the Russian Academy of Sciences，Moscow State Technical University, and the International Research
... Meer lezen

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eBooks in de categorie Gegevensverwerking

Machine Learning with Spark and Python

Google Analytics 4 für Dummies

The Model Thinker

Deception and Delay in Organized Conflict

Macros Do Microsoft Excel 2010

The R Primer

From Data to Solutions in Data Science with Python

Bayesian Analysis with Python

Serverless ETL and Analytics with AWS Glue

Serverless ETL and Analytics with AWS Glue

Как вытащить из данных максимум: Навыки аналитики для неспециалистов

Digital Oil

Critical Data Literacies

Complex, Intelligent and Software Intensive Systems

Entwicklung einer interaktiven Wirbelsäule inklusive gamifizierter Lernanwendung

The Monetization of Technical Data

Lessons in Bioinformatics - Dot Plots

Artificial Intelligence for Cyber-Physical Systems Hardening

Artificial Intelligence for Societal Issues

Big Data in Information Society and Digital Economy

The Autonomous Web

The Road to General Intelligence

AI and IoT for Sustainable Development in Emerging Countries

Advances in Intelligent Systems, Computer Science and Digital Economics III