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Advanced Interdisciplinary Applications of Machine Learning Python Libraries for Data Science

Edited by Soly Mathew Biju, Ashutosh Mishra, Manoj Kumar ...

The world is approaching a point where big data will start to play a beneficial role in many industries and organizations. Today, analyzing data for new insights has become an everyday norm, increasing the need for data analysts to use efficient and appropriate tools to provide quick and valuable results to clients. Existing research in the field currently lacks a full coverage of all essential ... Read more

$430.86 AUD

The world is approaching a point where big data will start to play a beneficial role in many industries and organizations. Today, analyzing data for new insights has become an everyday norm, increasing the need for data analysts to use efficient and appropriate tools to provide quick and valuable results to clients. Existing research in the field currently lacks a full coverage of all essential
... Read more
Extending Power BI with Python and R

Perform advanced analysis using the power of analytical languages

by Luca Zavarella ...

Ingest, transform, manipulate, and visualize your data beyond Power BI's capabilities. Purchase of the print or Kindle book includes a free eBook in PDF format.Key FeaturesDiscover best practices for using Python and R in Power BI by implementing non-trivial codeEnrich your Power BI dashboards using external APIs and machine learning modelsCreate any visualization, as complex as you want, using ... Read more

$67.64 AUD or Free with Kobo Plus

Ingest, transform, manipulate, and visualize your data beyond Power BI's capabilities. Purchase of the print or Kindle book includes a free eBook in PDF format.Key FeaturesDiscover best practices for using Python and R in Power BI by implementing non-trivial codeEnrich your Power BI dashboards using external APIs and machine learning modelsCreate any visualization, as complex as you want, using
... Read more
Preparing Data for Analysis: From Collection to Cleaning, and Structuring for Better Insights

Data Analytics, #3

by SM Hanif ...

Series Book 3 - Data Analytics
Preparing Data for Analysis: From Collection to Cleaning, and Structuring for Better InsightsTurn raw data into powerful insights with confidence.In today's world, data is everywhere—but messy, unstructured information can't unlock real value until it's properly prepared. Preparing Data for Analysis is your practical guide to mastering the critical step of data preparation—the bridge between ... Read more

$15.99 AUD or Free with Kobo Plus

Preparing Data for Analysis: From Collection to Cleaning, and Structuring for Better InsightsTurn raw data into powerful insights with confidence.In today's world, data is everywhere—but messy, unstructured information can't unlock real value until it's properly prepared. Preparing Data for Analysis is your practical guide to mastering the critical step of data preparation—the bridge between
... Read more
The New Engineering Game

Strategies for smart product engineering

by Tim Weilkiens ...

Adapt to a world of digitalization and get ready to become a successful player in the new engineering gameAbout This BookDiscover what the fourth industrial revolution is all aboutExplore the new engineering game through the context of globalization, craftsmanship, and interdisciplinary engineeringDevelop strategies to improve the engineering of products with functional architecture, lean systems ... Read more

$30.35 AUD or Free with Kobo Plus

Adapt to a world of digitalization and get ready to become a successful player in the new engineering gameAbout This BookDiscover what the fourth industrial revolution is all aboutExplore the new engineering game through the context of globalization, craftsmanship, and interdisciplinary engineeringDevelop strategies to improve the engineering of products with functional architecture, lean systems
... Read more
Hands-On Entity Resolution

A Practical Guide to Data Matching with Python

by Michael Shearer ...

Entity resolution is a key analytic technique that enables you to identify multiple data records that refer to the same real-world entity. With this hands-on guide, product managers, data analysts, and data scientists will learn how to add value to data by cleansing, analyzing, and resolving datasets using open source Python libraries and cloud APIs.Author Michael Shearer shows you how to scale up ... Read more

$57.19 AUD

Entity resolution is a key analytic technique that enables you to identify multiple data records that refer to the same real-world entity. With this hands-on guide, product managers, data analysts, and data scientists will learn how to add value to data by cleansing, analyzing, and resolving datasets using open source Python libraries and cloud APIs.Author Michael Shearer shows you how to scale up
... Read more
Natural Language Processing with Flair

A practical guide to understanding and solving NLP problems with Flair

by Tadej Magajna ...

Learn how to solve practical NLP problems with the Flair Python framework, train sequence labeling models, work with text classifiers and word embeddings, and much more through hands-on practical exercisesKey FeaturesBacked by the community and written by an NLP expertGet an understanding of basic NLP problems and terminologySolve real-world NLP problems with Flair with the help of practical hands ... Read more

$48.61 AUD or Free with Kobo Plus

Learn how to solve practical NLP problems with the Flair Python framework, train sequence labeling models, work with text classifiers and word embeddings, and much more through hands-on practical exercisesKey FeaturesBacked by the community and written by an NLP expertGet an understanding of basic NLP problems and terminologySolve real-world NLP problems with Flair with the help of practical hands
... Read more
Building Data-Driven Applications with Danfo.js

A practical guide to data analysis and machine learning using JavaScript

by Rising Odegua, Stephen Oni ...

Get hands-on with building data-driven applications using Danfo.js in combination with other data analysis tools and techniquesKey FeaturesBuild microservices to perform data transformation and ML model serving in JavaScriptExplore what Danfo.js is and how it helps with data analysis and data visualizationCombine Danfo.js and TensorFlow.js for machine learningBook DescriptionMost data analysts use ... Read more

$60.27 AUD or Free with Kobo Plus

Get hands-on with building data-driven applications using Danfo.js in combination with other data analysis tools and techniquesKey FeaturesBuild microservices to perform data transformation and ML model serving in JavaScriptExplore what Danfo.js is and how it helps with data analysis and data visualizationCombine Danfo.js and TensorFlow.js for machine learningBook DescriptionMost data analysts use
... Read more
Mastering Efficient Data Modeling with MongoDB

by Pedro Martins ...

"Mastering Efficient Data Modeling with MongoDB" is an essential guide for developers, database administrators, and IT professionals looking to deepen their understanding of MongoDB's data modeling capabilities. This comprehensive book meticulously explores the principles of designing scalable, performant, and maintainable data models tailored to the unique needs of applications leveraging MongoDB ... Read more

$22.99 AUD or Free with Kobo Plus

"Mastering Efficient Data Modeling with MongoDB" is an essential guide for developers, database administrators, and IT professionals looking to deepen their understanding of MongoDB's data modeling capabilities. This comprehensive book meticulously explores the principles of designing scalable, performant, and maintainable data models tailored to the unique needs of applications leveraging MongoDB
... Read more
Current Developments in Slavic Linguistics. Twenty Years After (based on selected papers from FDSL 11)

Edited by Teodora Radeva-Bork, Peter Kosta ...

Series Book 29 - Potsdam Linguistic Investigations / Potsdamer Linguistische Untersuchungen / Recherches Linguistiques à Potsdam
The book offers a comprehensive overview of current research in Slavic linguistics from a theoretical and experimental perspective and from a variety of languages. The selected papers from the 11th European Conference on Formal Description of Slavic Languages (FDSL 11) that took place at the University of Potsdam in 2015, illustrate the advancement of Slavic linguistic studies and their outreach ... Read more

$180.61 AUD

The book offers a comprehensive overview of current research in Slavic linguistics from a theoretical and experimental perspective and from a variety of languages. The selected papers from the 11th European Conference on Formal Description of Slavic Languages (FDSL 11) that took place at the University of Potsdam in 2015, illustrate the advancement of Slavic linguistic studies and their outreach
... Read more
Foundations of Cloud Computing

by Robert Shimonski ...

Series series Foundations
Foundations of Cloud Computing provides readers with a guidebook to navigating the field of Cloud Computing, including the guiding principles, key concepts, history, terminology, state-of-the-art in research, and a roadmap to where the field intersects and interacts with related fields of research and development. In this age of total connectivity, researchers need to be able to communicate and ... Read more

$220.86 AUD

Foundations of Cloud Computing provides readers with a guidebook to navigating the field of Cloud Computing, including the guiding principles, key concepts, history, terminology, state-of-the-art in research, and a roadmap to where the field intersects and interacts with related fields of research and development. In this age of total connectivity, researchers need to be able to communicate and
... Read more
Skin Cancer Detection Using Artificial Intelligence Techniques

by Parikshit N. Mahalle, Nuzhat Faiz Shaikh, Pritibala S. Ingle, Yashwant S. Ingle ...

This book explores the application of artificial intelligence (AI) in diagnosing skin cancer, emphasizing the importance of early detection to improve treatment outcomes. It reviews various Deep Learning (DL) algorithms, with a focus on CNN, to classify skin cancer with higher accuracy than traditional methods. Designed for beginners and experts alike, the book provides a comprehensive ... Read more

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This book explores the application of artificial intelligence (AI) in diagnosing skin cancer, emphasizing the importance of early detection to improve treatment outcomes. It reviews various Deep Learning (DL) algorithms, with a focus on CNN, to classify skin cancer with higher accuracy than traditional methods. Designed for beginners and experts alike, the book provides a comprehensive
... Read more
Artificial Intelligence and High Performance Computing in the Cloud

Research and Application Challenges

Edited by Mostapha Zbakh, Mohammed Essaaidi, Claude Tadonki, Abdellah Touhafi, Dhabaleswar K. Panda ...

Series series Springer Nature Proceedings excluding Computer Science
High-performance computing as significantly evolves during the last two decades with the advent and consideration of multicores configurations and general-purpose GPUs. In the same time but more recently, artificial intelligence has gained a serious popularity and is considered in a broad range of applications. Cutting-edge AI, which typically involving large models and huge volume of training ... Read more

$287.09 AUD

High-performance computing as significantly evolves during the last two decades with the advent and consideration of multicores configurations and general-purpose GPUs. In the same time but more recently, artificial intelligence has gained a serious popularity and is considered in a broad range of applications. Cutting-edge AI, which typically involving large models and huge volume of training
... Read more
Advances in Imaging and Electron Physics

by Peter W. Hawkes ...

Series Book 205 - Advances in Imaging and Electron Physics
Advances in Imaging and Electron Physics, Volume 205 is the latest release in this series that merges two long-running serials, Advances in Electronics and Electron Physics and Advances in Optical and Electron Microscopy. The series features extended articles on the physics of electron devices (especially semiconductor devices), particle optics at high and low energies, microlithography, image ... Read more

$317.23 AUD

Advances in Imaging and Electron Physics, Volume 205 is the latest release in this series that merges two long-running serials, Advances in Electronics and Electron Physics and Advances in Optical and Electron Microscopy. The series features extended articles on the physics of electron devices (especially semiconductor devices), particle optics at high and low energies, microlithography, image
... Read more
The language of fashion

Linguistic, cognitive, and cultural insights

Edited by Annalisa Baicchi, Stefania Biscetti ...

Series Book 293 - Linguistic Insights
The specialised language of fashion draws the research interest of linguists and semioticians as well as communication experts and fashion historians. This volume contributes to advancing the knowledge of crucial aspects in the language of fashion that still need deep investigation. It brings together contributions that shed light on the morphological, lexical, pragmatic, and cultural aspects of ... Read more

$81.06 AUD

The specialised language of fashion draws the research interest of linguists and semioticians as well as communication experts and fashion historians. This volume contributes to advancing the knowledge of crucial aspects in the language of fashion that still need deep investigation. It brings together contributions that shed light on the morphological, lexical, pragmatic, and cultural aspects of
... Read more
Data Strategy

From definition to execution

by Ian Wallis ...

Data can be a cost for some organizations, but for those who succeed, it is a way to drive profitability, customer loyalty, and outperform others in their field. A well thought out, fit-for-purpose data strategy is vital for every modern data-driven organisation – public or private sector.This book is your essential guide to planning, developing and implementing a data strategy, presenting a ... Read more

$60.27 AUD

Data can be a cost for some organizations, but for those who succeed, it is a way to drive profitability, customer loyalty, and outperform others in their field. A well thought out, fit-for-purpose data strategy is vital for every modern data-driven organisation – public or private sector.This book is your essential guide to planning, developing and implementing a data strategy, presenting a
... Read more
Mastering Machine Learning with R

Advanced machine learning techniques for building smart applications with R 3.5

by Cory Lesmeister ...

Stay updated with expert techniques for solving data analytics and machine learning challenges and gain insights from complex projects and power up your applicationsKey FeaturesBuild independent machine learning (ML) systems leveraging the best features of R 3.5Understand and apply different machine learning techniques using real-world examplesUse methods such as multi-class classification, ... Read more

$53.89 AUD or Free with Kobo Plus

Stay updated with expert techniques for solving data analytics and machine learning challenges and gain insights from complex projects and power up your applicationsKey FeaturesBuild independent machine learning (ML) systems leveraging the best features of R 3.5Understand and apply different machine learning techniques using real-world examplesUse methods such as multi-class classification,
... Read more
Evolutionary Decision Trees in Large-Scale Data Mining

by Marek Kretowski ...

Series series Intelligent Technologies and Robotics (R0)
This book presents a unified framework, based on specialized evolutionary algorithms, for the global induction of various types of classification and regression trees from data. The resulting univariate or oblique trees are significantly smaller than those produced by standard top-down methods, an aspect that is critical for the interpretation of mined patterns by domain analysts. The approach ... Read more

$200.63 AUD

This book presents a unified framework, based on specialized evolutionary algorithms, for the global induction of various types of classification and regression trees from data. The resulting univariate or oblique trees are significantly smaller than those produced by standard top-down methods, an aspect that is critical for the interpretation of mined patterns by domain analysts. The approach
... Read more
Computational Modeling and Data Analysis in COVID-19 Research

Edited by Chhabi Rani Panigrahi, Bibudhendu Pati, Mamata Rath, Rajkumar Buyya ...

Series series Emerging Trends in Biomedical Technologies and Health informatics
This book covers recent research on the COVID-19 pandemic. It includes the analysis, implementation, usage, and proposed ideas and models with architecture to handle the COVID-19 outbreak. Using advanced technologies such as artificial intelligence (AI) and machine learning (ML), techniques for data analysis, this book will be helpful to mitigate exposure and ensure public health. We know ... Read more

$113.68 AUD

This book covers recent research on the COVID-19 pandemic. It includes the analysis, implementation, usage, and proposed ideas and models with architecture to handle the COVID-19 outbreak. Using advanced technologies such as artificial intelligence (AI) and machine learning (ML), techniques for data analysis, this book will be helpful to mitigate exposure and ensure public health. We know
... Read more
Forecasting Time Series Data with Facebook Prophet

Build, improve, and optimize time series forecasting models using the advanced forecasting tool

by Greg Rafferty ...

Create and improve high-quality automated forecasts for time series data that have strong seasonal effects, holidays, and additional regressors using PythonKey FeaturesLearn how to use the open-source forecasting tool Facebook Prophet to improve your forecastsBuild a forecast and run diagnostics to understand forecast qualityFine-tune models to achieve high performance, and report that performance ... Read more

$65.55 AUD or Free with Kobo Plus

Create and improve high-quality automated forecasts for time series data that have strong seasonal effects, holidays, and additional regressors using PythonKey FeaturesLearn how to use the open-source forecasting tool Facebook Prophet to improve your forecastsBuild a forecast and run diagnostics to understand forecast qualityFine-tune models to achieve high performance, and report that performance
... Read more
Advanced Machine Learning with Python

Solve challenging data science problems by mastering cutting-edge machine learning techniques in Python

by John Hearty ...

Solve challenging data science problems by mastering cutting-edge machine learning techniques in PythonKey Features\[\*\] Resolve complex machine learning problems and explore deep learning\[\*\] Learn to use Python code for implementing a range of machine learning algorithms and techniques\[\*\] A practical tutorial that tackles real-world computing problems through a rigorous and effective ... Read more

$60.27 AUD or Free with Kobo Plus

Solve challenging data science problems by mastering cutting-edge machine learning techniques in PythonKey Features\[\*\] Resolve complex machine learning problems and explore deep learning\[\*\] Learn to use Python code for implementing a range of machine learning algorithms and techniques\[\*\] A practical tutorial that tackles real-world computing problems through a rigorous and effective
... Read more
Learning PySpark

Build data-intensive applications locally and deploy at scale using the combined powers of Python and Spark 2.0

by Tomasz Drabas, Denny Lee ...

Build data-intensive applications locally and deploy at scale using the combined powers of Python and Spark 2.0Key Features\[\*\] Learn why and how you can efficiently use Python to process data and build machine learning models in Apache Spark 2.0\[\*\] Develop and deploy efficient, scalable real-time Spark solutions\[\*\] Take your understanding of using Spark with Python to the next level with ... Read more

$60.27 AUD or Free with Kobo Plus

Build data-intensive applications locally and deploy at scale using the combined powers of Python and Spark 2.0Key Features\[\*\] Learn why and how you can efficiently use Python to process data and build machine learning models in Apache Spark 2.0\[\*\] Develop and deploy efficient, scalable real-time Spark solutions\[\*\] Take your understanding of using Spark with Python to the next level with
... Read more
Causal Inference in Python

Applying Causal Inference in the Tech Industry

by Matheus Facure ...

How many buyers will an additional dollar of online marketing bring in? Which customers will only buy when given a discount coupon? How do you establish an optimal pricing strategy? The best way to determine how the levers at our disposal affect the business metrics we want to drive is through causal inference.In this book, author Matheus Facure, senior data scientist at Nubank, explains the ... Read more

$72.15 AUD

How many buyers will an additional dollar of online marketing bring in? Which customers will only buy when given a discount coupon? How do you establish an optimal pricing strategy? The best way to determine how the levers at our disposal affect the business metrics we want to drive is through causal inference.In this book, author Matheus Facure, senior data scientist at Nubank, explains the
... Read more
Queer Data Studies

by Rebecca Herzig, Banu Subramaniam ...

Series series Feminist Technosciences
Untangles how data shapes and is shaped by queer worldsData, perilous and powerful, is both a worldmaking and a dismantling force. The collection of data about queer lives and bodies, the consequences of data analysis for queer subjects, and considerations of privacy and consent often present ethical dilemmas even as queer data expands our understanding of who and what counts. The need for queer ... Read more

$44.32 AUD

Untangles how data shapes and is shaped by queer worldsData, perilous and powerful, is both a worldmaking and a dismantling force. The collection of data about queer lives and bodies, the consequences of data analysis for queer subjects, and considerations of privacy and consent often present ethical dilemmas even as queer data expands our understanding of who and what counts. The need for queer
... Read more
No-Code Data Science

Mastering Advanced Analytics, Machine Learning, and Artificial Intelligence

by David Patrishkoff, Robert E Hoyt ...

No-Code Data Science is a revolutionary book that democratizes the application of predictive analytics for organizations of all sizes. This first-of-its-kind textbook book is designed to empower readers with the ability to leverage advanced analytics, machine learning, and AI without using a programming language, such as Python or R. It’s a comprehensive guide to no-code data science (NCDS) that ... Read more

$55.43 AUD

No-Code Data Science is a revolutionary book that democratizes the application of predictive analytics for organizations of all sizes. This first-of-its-kind textbook book is designed to empower readers with the ability to leverage advanced analytics, machine learning, and AI without using a programming language, such as Python or R. It’s a comprehensive guide to no-code data science (NCDS) that
... Read more

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