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Why Data Science Projects Fail

The Harsh Realities of Implementing AI and Analytics, without the Hype

de Douglas Gray, Evan Shellshear ...

Series series Chapman & Hall/CRC Data Science Series
The field of artificial intelligence, data science, and analytics is crippling itself. Exaggerated promises of unrealistic technologies, simplifications of complex projects, and marketing hype are leading to an erosion of trust in one of our most critical approaches to making decisions: data driven.This book aims to fix this by countering the AI hype with a dose of realism. Written by two experts ... Leer más

$55.99 USD

The field of artificial intelligence, data science, and analytics is crippling itself. Exaggerated promises of unrealistic technologies, simplifications of complex projects, and marketing hype are leading to an erosion of trust in one of our most critical approaches to making decisions: data driven.This book aims to fix this by countering the AI hype with a dose of realism. Written by two experts
... Leer más
Microsoft Azure Machine Learning

Explore predictive analytics using step-by-step tutorials and build models to make prediction in a jiffy with a few mouse clicks

de Sumit Mund ...

Key FeaturesBook DescriptionThe book is intended for those who want to learn how to use Azure Machine Learning. Perhaps you already know a bit about Machine Learning, but have never used ML Studio in Azure; or perhaps you are an absolute newbie. In either case, this book will get you up-and-running quickly.What you will learnLearn to use Azure Machine Learning Studio to visualize and preprocess ... Leer más

$34.99 USD o gratis con Kobo Plus

Key FeaturesBook DescriptionThe book is intended for those who want to learn how to use Azure Machine Learning. Perhaps you already know a bit about Machine Learning, but have never used ML Studio in Azure; or perhaps you are an absolute newbie. In either case, this book will get you up-and-running quickly.What you will learnLearn to use Azure Machine Learning Studio to visualize and preprocess
... Leer más
Pandas Python

Data Wrangling para Ciência de Dados

de Eduardo Corrêa ...

Ciência de dados é um processo que emprega técnicas estatísticas e computacionais para analisar grandes bases de dados. A etapa de pré-processamento, onde as bases de dados relevantes devem ser reunidas e adequadamente formatadas, costuma ser a mais trabalhosa, ocupando tipicamente 80% do tempo consumido. É nesta fase que são realizadas as tarefas de seleção, limpeza e transformação dos dados, ... Leer más

$9.99 USD o gratis con Kobo Plus

Ciência de dados é um processo que emprega técnicas estatísticas e computacionais para analisar grandes bases de dados. A etapa de pré-processamento, onde as bases de dados relevantes devem ser reunidas e adequadamente formatadas, costuma ser a mais trabalhosa, ocupando tipicamente 80% do tempo consumido. É nesta fase que são realizadas as tarefas de seleção, limpeza e transformação dos dados,
... Leer más
Mastering Spark for Data Science

Lightning fast and scalable data science solutions

de Andrew Morgan, Antoine Amend, Matthew Hallett, David George ...

Master the techniques and sophisticated analytics used to construct Spark-based solutions that scale to deliver production-grade data science productsKey Features\[\*\] Develop and apply advanced analytical techniques with Spark\[\*\] Learn how to tell a compelling story with data science using Spark’s ecosystem\[\*\] Explore data at scale and work with cutting edge data science methodsBook ... Leer más

$44.99 USD o gratis con Kobo Plus

Master the techniques and sophisticated analytics used to construct Spark-based solutions that scale to deliver production-grade data science productsKey Features\[\*\] Develop and apply advanced analytical techniques with Spark\[\*\] Learn how to tell a compelling story with data science using Spark’s ecosystem\[\*\] Explore data at scale and work with cutting edge data science methodsBook
... Leer más
Grokking Data Structures

de Marcello La Rocca ...

Don’t be perplexed by data structures! This fun, friendly, and fully illustrated guide makes it easy to learn useful data structures you’ll put to work every day.Grokking Data Structures makes it a breeze to learn the most useful day-to-day data structures. You’ll follow a steady learning path from absolute basics to advanced concepts, all illustrated with fun examples, engaging industry stories, ... Leer más

$49.99 USD

Don’t be perplexed by data structures! This fun, friendly, and fully illustrated guide makes it easy to learn useful data structures you’ll put to work every day.Grokking Data Structures makes it a breeze to learn the most useful day-to-day data structures. You’ll follow a steady learning path from absolute basics to advanced concepts, all illustrated with fun examples, engaging industry stories,
... Leer más
LLMs, Knowledge Graphs, and the Semantic Web: Revolutionizing Data Processing, Knowledge Extraction, and AI Capabilities

Edición de Fernando Ortiz-Rodriguez, Amed Leyva-Mederos, Jose L. Martinez, Deepali Vora, Lisandra Diaz ...

In the landscape of AI and data science, the convergence of large language models (LLMs), knowledge graphs (KGs), and the Semantic Web ushers in a new era of intelligent systems. These technologies transform how machines understand and process human language while redefining the way knowledge is extracted, structured, and utilized. LLMs are enhanced by the structured data of KGs and the frameworks ... Leer más

$170.99 USD

In the landscape of AI and data science, the convergence of large language models (LLMs), knowledge graphs (KGs), and the Semantic Web ushers in a new era of intelligent systems. These technologies transform how machines understand and process human language while redefining the way knowledge is extracted, structured, and utilized. LLMs are enhanced by the structured data of KGs and the frameworks
... Leer más
Technological Advancements in Data Processing for Next Generation Intelligent Systems

Edición de Shanu Sharma, Ayushi Prakash, Vijayan Sugumaran ...

Technological Advancements in Data Processing for Next Generation Intelligent Systems presents an in-depth exploration of cutting-edge data processing technologies that drive the development of next-generation intelligent systems in the context of the digital transformation era. This comprehensive book delves into the role data plays as a critical asset for organizations across diverse industries, ... Leer más

$283.49 USD

Technological Advancements in Data Processing for Next Generation Intelligent Systems presents an in-depth exploration of cutting-edge data processing technologies that drive the development of next-generation intelligent systems in the context of the digital transformation era. This comprehensive book delves into the role data plays as a critical asset for organizations across diverse industries,
... Leer más
Cloud Backup and Disaster Recovery

Practical Strategies for Beginners

de Dorian Thorne ...

Transform Your Data Protection Strategy with Comprehensive Cloud Backup and Disaster Recovery SolutionsAre you struggling to protect your business-critical data in today's cloud-first world? Traditional backup methods are failing organizations as they migrate to cloud environments. Cloud Backup and Disaster Recovery: Practical Strategies for Beginners provides the essential roadmap for mastering ... Leer más

$10.40 USD o gratis con Kobo Plus

Transform Your Data Protection Strategy with Comprehensive Cloud Backup and Disaster Recovery SolutionsAre you struggling to protect your business-critical data in today's cloud-first world? Traditional backup methods are failing organizations as they migrate to cloud environments. Cloud Backup and Disaster Recovery: Practical Strategies for Beginners provides the essential roadmap for mastering
... Leer más
Deep Learning with PyTorch Quick Start Guide

Learn to train and deploy neural network models in Python

de David Julian ...

Introduction to deep learning and PyTorch by building a convolutional neural network and recurrent neural network for real-world use cases such as image classification, transfer learning, and natural language processing.Key FeaturesClear and concise explanationsGives important insights into deep learning modelsPractical demonstration of key conceptsBook DescriptionPyTorch is extremely powerful and ... Leer más

$25.69 USD o gratis con Kobo Plus

Introduction to deep learning and PyTorch by building a convolutional neural network and recurrent neural network for real-world use cases such as image classification, transfer learning, and natural language processing.Key FeaturesClear and concise explanationsGives important insights into deep learning modelsPractical demonstration of key conceptsBook DescriptionPyTorch is extremely powerful and
... Leer más
Data Science and Its Applications

Edición de Aakanksha Sharaff, G R Sinha ...

The term "data" being mostly used, experimented, analyzed, and researched, "Data Science and its Applications" finds relevance in all domains of research studies including science, engineering, technology, management, mathematics, and many more in wide range of applications such as sentiment analysis, social medial analytics, signal processing, gene analysis, market analysis, healthcare, ... Leer más

$93.99 USD

The term "data" being mostly used, experimented, analyzed, and researched, "Data Science and its Applications" finds relevance in all domains of research studies including science, engineering, technology, management, mathematics, and many more in wide range of applications such as sentiment analysis, social medial analytics, signal processing, gene analysis, market analysis, healthcare,
... Leer más
Scalable Data Analytics with Azure Data Explorer

Modern ways to query, analyze, and perform real-time data analysis on large volumes of data

de Jason Myerscough ...

Write efficient and powerful KQL queries to query and visualize your data and implement best practices to improve KQL execution performanceKey FeaturesApply Azure Data Explorer best practices to manage your data at scale and reduce KQL execution timeDiscover how to query and visualize your data using the powerful KQLManage cluster performance and monthly costs by understanding how to size your ADX ... Leer más

$41.39 USD o gratis con Kobo Plus

Write efficient and powerful KQL queries to query and visualize your data and implement best practices to improve KQL execution performanceKey FeaturesApply Azure Data Explorer best practices to manage your data at scale and reduce KQL execution timeDiscover how to query and visualize your data using the powerful KQLManage cluster performance and monthly costs by understanding how to size your ADX
... Leer más
Getting Started with Tableau 2018.x

Get up and running with the new features of Tableau 2018 for impactful data visualization

de Tristan Guillevin ...

Leverage the power of Tableau to get actionable business insights and make better business decisionsKey FeaturesExplore all the new features of Tableau 2018.xBegin your Tableau journey by understanding its core functionalitiesApply advanced techniques such as data blending and parameters to make the best of TableauBook DescriptionTableau is one of the leading business intelligence tools used ... Leer más

$41.39 USD o gratis con Kobo Plus

Leverage the power of Tableau to get actionable business insights and make better business decisionsKey FeaturesExplore all the new features of Tableau 2018.xBegin your Tableau journey by understanding its core functionalitiesApply advanced techniques such as data blending and parameters to make the best of TableauBook DescriptionTableau is one of the leading business intelligence tools used
... Leer más
Recent Advances on Soft Computing and Data Mining

Proceedings of the Fourth International Conference on Soft Computing and Data Mining (SCDM 2020), Melaka, Malaysia, January 22–⁠23, 2020

Edición de Rozaida Ghazali, Nazri Mohd Nawi, Mustafa Mat Deris, Jemal H. Abawajy ...

Series series Springer Nature Proceedings excluding Computer Science
This book provides an introduction to data science and offers a practical overview of the concepts and techniques that readers need to get the most out of their large-scale data mining projects and research studies. It discusses data-analytical thinking, which is essential to extract useful knowledge and obtain commercial value from the data. Also known as data-driven science, soft computing and ... Leer más

$188.09 USD

This book provides an introduction to data science and offers a practical overview of the concepts and techniques that readers need to get the most out of their large-scale data mining projects and research studies. It discusses data-analytical thinking, which is essential to extract useful knowledge and obtain commercial value from the data. Also known as data-driven science, soft computing and
... Leer más
Algebraic Approach to Data Processing

Techniques and Applications

de Julio C. Urenda, Vladik Kreinovich ...

Series series Computer Science (R0)
The book explores a new general approach to selecting—and designing—data processing techniques. Symmetry and invariance ideas behind this algebraic approach have been successful in physics, where many new theories are formulated in symmetry terms.The book explains this approach and expands it to new application areas ranging from engineering, medicine, education to social sciences. In many cases, ... Leer más

$98.09 USD

The book explores a new general approach to selecting—and designing—data processing techniques. Symmetry and invariance ideas behind this algebraic approach have been successful in physics, where many new theories are formulated in symmetry terms.The book explains this approach and expands it to new application areas ranging from engineering, medicine, education to social sciences. In many cases,
... Leer más
Learning to manage Postgresql

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

de 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 ... Leer más

$3.00 USD

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
... Leer más
Advanced MySQL 8

Discover the full potential of MySQL and ensure high performance of your database

de Eric Vanier, Birju Shah, Tejaswi Malepati ...

Design cost-efficient database solutions, scale enterprise operations and reduce overhead business costs with MySQLKey FeaturesExplore the new and advanced features of MySQL 8.0Use advanced techniques to optimize MySQL performanceCreate MySQL-based applications for your enterprise with the help of practical examplesBook DescriptionAdvanced MySQL 8 teaches you to enhance your existing database ... Leer más

$27.89 USD o gratis con Kobo Plus

Design cost-efficient database solutions, scale enterprise operations and reduce overhead business costs with MySQLKey FeaturesExplore the new and advanced features of MySQL 8.0Use advanced techniques to optimize MySQL performanceCreate MySQL-based applications for your enterprise with the help of practical examplesBook DescriptionAdvanced MySQL 8 teaches you to enhance your existing database
... Leer más
Hands-On Machine Learning with Microsoft Excel 2019

Build complete data analysis flows, from data collection to visualization

de Julio Cesar Rodriguez Martino ...

A practical guide to getting the most out of Excel, using it for data preparation, applying machine learning models (including cloud services) and understanding the outcome of the data analysis.Key FeaturesUse Microsoft's product Excel to build advanced forecasting models using varied examplesCover range of machine learning tasks such as data mining, data analytics, smart visualization, and ... Leer más

$27.99 USD o gratis con Kobo Plus

A practical guide to getting the most out of Excel, using it for data preparation, applying machine learning models (including cloud services) and understanding the outcome of the data analysis.Key FeaturesUse Microsoft's product Excel to build advanced forecasting models using varied examplesCover range of machine learning tasks such as data mining, data analytics, smart visualization, and
... Leer más
R for Data Science Cookbook

Over 100 hands-on recipes to effectively solve real-world data problems using the most popular R packages and techniques

de Yu-Wei, Chiu (David Chiu), Prabhanjan Narayanachar Tattar ...

Over 100 hands-on recipes to effectively solve real-world data problems using the most popular R packages and techniquesKey Features\[\] Gain insight into how data scientists collect, process, analyze, and visualize data using some of the most popular R packages\[\] Understand how to apply useful data analysis techniques in R for real-world applications\[\] An easy-to-follow guide to make the life ... Leer más

$37.99 USD o gratis con Kobo Plus

Over 100 hands-on recipes to effectively solve real-world data problems using the most popular R packages and techniquesKey Features\[\] Gain insight into how data scientists collect, process, analyze, and visualize data using some of the most popular R packages\[\] Understand how to apply useful data analysis techniques in R for real-world applications\[\] An easy-to-follow guide to make the life
... Leer más
Smart Transportation Systems 2020

Proceedings of 3rd KES-STS International Symposium

Edición de Xiaobo Qu, Lu Zhen, Robert J. Howlett, Lakhmi C. Jain ...

Series series Springer Nature Proceedings excluding Computer Science
This book gathers selected papers presented at the KES International Symposium on Smart Transportation Systems (KES STS 2020). Modern transportation systems have undergone a rapid transformation in recent years, producing a range of technological innovations such as connected vehicles, self-driving cars, electric vehicles, Hyperloop, and even flying cars, and with them, fundamental changes in ... Leer más

$215.99 USD

This book gathers selected papers presented at the KES International Symposium on Smart Transportation Systems (KES STS 2020). Modern transportation systems have undergone a rapid transformation in recent years, producing a range of technological innovations such as connected vehicles, self-driving cars, electric vehicles, Hyperloop, and even flying cars, and with them, fundamental changes in
... Leer más
Welding and Cutting Case Studies with Supervised Machine Learning

de S. Arungalai Vendan, Rajeev Kamal, Abhinav Karan, Liang Gao, Xiaodong Niu, Akhil Garg ...

Series series Engineering (R0)
This book presents machine learning as a set of pre-requisites, co-requisites, and post-requisites, focusing on mathematical concepts and engineering applications in advanced welding and cutting processes. It describes a number of advanced welding and cutting processes and then assesses the parametrical interdependencies of two entities, namely the data analysis and data visualization techniques, ... Leer más

$89.99 USD

This book presents machine learning as a set of pre-requisites, co-requisites, and post-requisites, focusing on mathematical concepts and engineering applications in advanced welding and cutting processes. It describes a number of advanced welding and cutting processes and then assesses the parametrical interdependencies of two entities, namely the data analysis and data visualization techniques,
... Leer más
Nios4

GUÍA OFFICIAL

de Davide Sbreviglieri ...

Crea tu sistema ERP con total autonomía gracias a Nios4.Nios4 es una plataforma para crear sistemas de gestión ERP y CRM. Es un programa que permite, a través de herramientas y funciones, crear su propia gestión de datos de cualquier tipo.La plataforma se adapta a los propósitos más variados, desde los más simple hasta los más complejos, para satisfacer cualquier tipo de necesidad.Nios4 permite ... Leer más

$10.99 USD o gratis con Kobo Plus

Crea tu sistema ERP con total autonomía gracias a Nios4.Nios4 es una plataforma para crear sistemas de gestión ERP y CRM. Es un programa que permite, a través de herramientas y funciones, crear su propia gestión de datos de cualquier tipo.La plataforma se adapta a los propósitos más variados, desde los más simple hasta los más complejos, para satisfacer cualquier tipo de necesidad.Nios4 permite
... Leer más
Advanced Mathematical Applications in Data Science

de Biswadip Basu Mallik, Kirti Verma, Rahul Kar, Ashok Kumar Shaw, Sardar M. N. Islam (Naz) ...

Advanced Mathematical Applications in Data Science comprehensively explores the crucial role mathematics plays in the field of data science. Each chapter is contributed by scientists, researchers, and academicians. The 13 chapters cover a range of mathematical concepts utilized in data science, enabling readers to understand the intricate connection between mathematics and data analysis. The book ... Leer más

$42.49 USD

Advanced Mathematical Applications in Data Science comprehensively explores the crucial role mathematics plays in the field of data science. Each chapter is contributed by scientists, researchers, and academicians. The 13 chapters cover a range of mathematical concepts utilized in data science, enabling readers to understand the intricate connection between mathematics and data analysis. The book
... Leer más
Improving Your Splunk Skills

Leverage the operational intelligence capabilities of Splunk to unlock new hidden business insights

de Paul R. Johnson, Josh Diakun, Derek Mock, James D. Miller ...

Transform machine-generated data into valuable business insights using the powers of SplunkKey FeaturesExplore the all-new machine learning toolkit in Splunk 7.xTackle any problems related to searching and analyzing your data with SplunkGet the latest information and business insights on Splunk 7.xBook DescriptionSplunk makes it easy for you to take control of your data and drive your business ... Leer más

$31.99 USD o gratis con Kobo Plus

Transform machine-generated data into valuable business insights using the powers of SplunkKey FeaturesExplore the all-new machine learning toolkit in Splunk 7.xTackle any problems related to searching and analyzing your data with SplunkGet the latest information and business insights on Splunk 7.xBook DescriptionSplunk makes it easy for you to take control of your data and drive your business
... Leer más
Complex Fuzzy Rough Sets and Their Applications

de Tahir Mahmood, Jabbar Ahmmad, Ubaid Ur Rehman, Harish Garg ...

Series series River Publishers Series in Mathematical, Statistical and Computational Modelling for Engineering
This book explains the foundational principles of fuzzy algebra, including fuzzy sets, fuzzy operations, and fuzzy relations. It shows how fuzzy algebra can be applied in artificial intelligence, particularly in areas such as decision-making, pattern recognition, and machine learning, where uncertainty and imprecision are common. It demonstrates the use of fuzzy algebra in engineering disciplines, ... Leer más

$130.99 USD

This book explains the foundational principles of fuzzy algebra, including fuzzy sets, fuzzy operations, and fuzzy relations. It shows how fuzzy algebra can be applied in artificial intelligence, particularly in areas such as decision-making, pattern recognition, and machine learning, where uncertainty and imprecision are common. It demonstrates the use of fuzzy algebra in engineering disciplines,
... Leer más

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