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Introduction to Statistical and Machine Learning Methods for Data Science

by Carlos Andre Reis Pinheiro, Mike Patetta ...

Boost your understanding of data science techniques to solve real-world problemsData science is an exciting, interdisciplinary field that extracts insights from data to solve business problems. This book introduces common data science techniques and methods and shows you how to apply them in real-world case studies. From data preparation and exploration to model assessment and deployment, this ... Read more

$18.99 USD

Boost your understanding of data science techniques to solve real-world problemsData science is an exciting, interdisciplinary field that extracts insights from data to solve business problems. This book introduces common data science techniques and methods and shows you how to apply them in real-world case studies. From data preparation and exploration to model assessment and deployment, this
... Read more
Hands-On Natural Language Processing with PyTorch 1.x

Build smart, AI-driven linguistic applications using deep learning and NLP techniques

by Thomas Dop ...

Become a proficient NLP data scientist by developing deep learning models for NLP and extract valuable insights from structured and unstructured dataKey FeaturesGet to grips with word embeddings, semantics, labeling, and high-level word representations using practical examplesLearn modern approaches to NLP and explore state-of-the-art NLP models using PyTorchImprove your NLP applications with ... Read more

$27.99 USD or Free with Kobo Plus

Become a proficient NLP data scientist by developing deep learning models for NLP and extract valuable insights from structured and unstructured dataKey FeaturesGet to grips with word embeddings, semantics, labeling, and high-level word representations using practical examplesLearn modern approaches to NLP and explore state-of-the-art NLP models using PyTorchImprove your NLP applications with
... Read more
Cyber-Physical Systems

Data Science, Modelling and Software Optimization

by Alla G. Kravets ...

Series series Engineering (R0)
This book is devoted to new approaches to modeling and design of cyber-physical systems. Nowadays, cyber-physical systems become widely used in different domains. Scientific society suggests new approaches to engineering and optimization of cyber-physical systems, however, there are still open questions that need to be covered by research and development.It presents results and findings in the ... Read more

$197.99 USD

This book is devoted to new approaches to modeling and design of cyber-physical systems. Nowadays, cyber-physical systems become widely used in different domains. Scientific society suggests new approaches to engineering and optimization of cyber-physical systems, however, there are still open questions that need to be covered by research and development.It presents results and findings in the
... Read more
Knime ile Uçtan Uca Veri Bilimi

EDUCATION

by Sadi Evren SEKER, DEMET ERDOGAN ...

Series series EDUCATION
Bu kitabın amacı; makine öğrenmesi, veri madenciliği, metin madenciliği, tahmin edici analiz ve iş analizi kavramlarını özetleyerek ve bu kavramları Knime programı üzerinden uygulamalı olarak göstermektir. ... Read more

$5.00 USD or Free with Kobo Plus

Bu kitabın amacı; makine öğrenmesi, veri madenciliği, metin madenciliği, tahmin edici analiz ve iş analizi kavramlarını özetleyerek ve bu kavramları Knime programı üzerinden uygulamalı olarak göstermektir.
... Read more
MySQL in a Nutshell

A Desktop Quick Reference

by Russell J.T. Dyer ...

When you need to find the right SQL keyword or MySQL client command-line option right away, turn to this convenient reference, known for the same speed and flexibility as the system it covers so thoroughly. MySQL is packed with so many capabilities that the odds of remembering a particular function or statement at the right moment are pretty slim. With MySQL in a Nutshell, you get the details you ... Read more

$20.99 USD

When you need to find the right SQL keyword or MySQL client command-line option right away, turn to this convenient reference, known for the same speed and flexibility as the system it covers so thoroughly. MySQL is packed with so many capabilities that the odds of remembering a particular function or statement at the right moment are pretty slim. With MySQL in a Nutshell, you get the details you
... Read more
Applying Color Theory to Digital Media and Visualization

by Theresa-Marie Rhyne ...

This book provides an overview of the application of color theory concepts to digital media and visualization. It highlights specific color concepts like color harmony and shows how to apply the concept with case study examples and usage of actual online and mobile color tools. Color deficiencies are reviewed and discussed are color tools for examining how a specific color map design will look to ... Read more

$74.99 USD

This book provides an overview of the application of color theory concepts to digital media and visualization. It highlights specific color concepts like color harmony and shows how to apply the concept with case study examples and usage of actual online and mobile color tools. Color deficiencies are reviewed and discussed are color tools for examining how a specific color map design will look to
... Read more
Machine Learning

A Comprehensive Beginner's Guide

by Akshay B R, Sini Raj Pulari, T S Murugesh, Shriram K Vasudevan ...

Machine learning is a dynamic and rapidly expanding field focused on creating algorithms that empower computers to recognize patterns, make predictions and continually enhance performance. It enables computers to learn from data and experiences, making decisions without explicit programming. For learners, mastering the fundamentals of machine learning opens doors to a world of possibilities to ... Read more

$70.99 USD

Machine learning is a dynamic and rapidly expanding field focused on creating algorithms that empower computers to recognize patterns, make predictions and continually enhance performance. It enables computers to learn from data and experiences, making decisions without explicit programming. For learners, mastering the fundamentals of machine learning opens doors to a world of possibilities to
... Read more
Proceeding of the International Conference on Computer Networks, Big Data and IoT (ICCBI - 2019)

Edited by A. Pasumpon Pandian, Ram Palanisamy, Klimis Ntalianis ...

Series series Springer Nature Proceedings excluding Computer Science
This book presents the proceedings of the International Conference on Computing Networks, Big Data and IoT [ICCBI 2019], held on December 19–20, 2019 at the Vaigai College of Engineering, Madurai, India.Recent years have witnessed the intertwining development of the Internet of Things and big data, which are increasingly deployed in computer network architecture. As society becomes smarter, it is ... Read more

$188.99 USD

This book presents the proceedings of the International Conference on Computing Networks, Big Data and IoT [ICCBI 2019], held on December 19–20, 2019 at the Vaigai College of Engineering, Madurai, India.Recent years have witnessed the intertwining development of the Internet of Things and big data, which are increasingly deployed in computer network architecture. As society becomes smarter, it is
... Read more
Why Data Science Projects Fail

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

by 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 ... Read more

$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
... Read more
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

by 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 ... Read more

$34.99 USD or Free with 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
... Read more
Pandas Python

Data Wrangling para Ciência de Dados

by 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, ... Read more

$9.99 USD or Free with 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,
... Read more
Mastering Spark for Data Science

Lightning fast and scalable data science solutions

by 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 ... Read more

$44.99 USD or Free with 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
... Read more
Grokking Data Structures

by 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, ... Read more

$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,
... Read more
LLMs, Knowledge Graphs, and the Semantic Web: Revolutionizing Data Processing, Knowledge Extraction, and AI Capabilities

Edited by 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 ... Read more

$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
... Read more
Technological Advancements in Data Processing for Next Generation Intelligent Systems

Edited by 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, ... Read more

$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,
... Read more
Cloud Backup and Disaster Recovery

Practical Strategies for Beginners

by 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 ... Read more

$10.40 USD or Free with 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
... Read more
Data Science and Its Applications

Edited by 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, ... Read more

$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,
... Read more
Scalable Data Analytics with Azure Data Explorer

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

by 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 ... Read more

$41.39 USD or Free with 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
... Read more
Getting Started with Tableau 2018.x

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

by 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 ... Read more

$41.39 USD or Free with 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
... Read more
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

Edited by 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 ... Read more

$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
... Read more
Algebraic Approach to Data Processing

Techniques and Applications

by 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, ... Read more

$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,
... Read more
Learning to manage Postgresql

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

by Edivaldo Santos ...

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

$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
... Read more
Advanced MySQL 8

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

by 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 ... Read more

$27.89 USD or Free with 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
... Read more
Hands-On Machine Learning with Microsoft Excel 2019

Build complete data analysis flows, from data collection to visualization

by 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 ... Read more

$27.99 USD or Free with 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
... Read more

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