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Data-Centric Machine Learning with Python

The ultimate guide to engineering and deploying high-quality models based on good data

by Jonas Christensen, Nakul Bajaj, Manmohan Gosada ...

Join the data-centric revolution and master the concepts, techniques, and algorithms shaping the future of AI and ML development, using PythonKey FeaturesGrasp the principles of data centricity and apply them to real-world scenariosGain experience with quality data collection, labeling, and synthetic data creation using PythonDevelop essential skills for building reliable, responsible, and ethical ... Read more

$37.79 USD or Free with Kobo Plus

Join the data-centric revolution and master the concepts, techniques, and algorithms shaping the future of AI and ML development, using PythonKey FeaturesGrasp the principles of data centricity and apply them to real-world scenariosGain experience with quality data collection, labeling, and synthetic data creation using PythonDevelop essential skills for building reliable, responsible, and ethical
... Read more
Hands-On Salesforce Data Cloud

Implementing and Managing a Real-Time Customer Data Platform

by Joyce Kay Avila ...

Learn how to implement and manage a modern customer data platform (CDP) through the Salesforce Data Cloud platform. This practical book provides a comprehensive overview that shows architects, administrators, developers, data engineers, and marketers how to ingest, store, and manage real-time customer data.Author Joyce Kay Avila demonstrates how to use Salesforce's native connectors, canonical ... Read more

$43.19 USD

Learn how to implement and manage a modern customer data platform (CDP) through the Salesforce Data Cloud platform. This practical book provides a comprehensive overview that shows architects, administrators, developers, data engineers, and marketers how to ingest, store, and manage real-time customer data.Author Joyce Kay Avila demonstrates how to use Salesforce's native connectors, canonical
... Read more
Practical Deep Learning at Scale with MLflow

Bridge the gap between offline experimentation and online production

by Yong Liu ...

Train, test, run, track, store, tune, deploy, and explain provenance-aware deep learning models and pipelines at scale with reproducibility using MLflowKey FeaturesFocus on deep learning models and MLflow to develop practical business AI solutions at scaleShip deep learning pipelines from experimentation to production with provenance trackingLearn to train, run, tune and deploy deep learning ... Read more

$35.99 USD or Free with Kobo Plus

Train, test, run, track, store, tune, deploy, and explain provenance-aware deep learning models and pipelines at scale with reproducibility using MLflowKey FeaturesFocus on deep learning models and MLflow to develop practical business AI solutions at scaleShip deep learning pipelines from experimentation to production with provenance trackingLearn to train, run, tune and deploy deep learning
... Read more
STEP BY STEP TUTORIAL: JAVA/MYSQL With Object-Oriented Programming Using Apache NetBeans IDE PART 1

by Vivian Siahaan, Rismon Hasiholan Sianipar ...

Series Book 1 - STEP BY STEP TUTORIAL: JAVA/MYSQL With Object-Oriented Programming Using Apache NetBeans IDE
This book uses six tables in the Sakila sample database which is a fictitious database designed to represent a DVD rental store. The database consists of 15 tables including film, film_category, actor, customer, rental, payment and inventory among others. The Sakila sample database is intended to provide a standard schema that can be used for examples in books, tutorials, articles, samples, and so ... Read more

$5.99 USD

This book uses six tables in the Sakila sample database which is a fictitious database designed to represent a DVD rental store. The database consists of 15 tables including film, film_category, actor, customer, rental, payment and inventory among others. The Sakila sample database is intended to provide a standard schema that can be used for examples in books, tutorials, articles, samples, and so
... Read more
Cost-Effective Data Pipelines

Balancing Trade-Offs When Developing Pipelines in the Cloud

by Sev Leonard ...

The low cost of getting started with cloud services can easily evolve into a significant expense down the road. That's challenging for teams developing data pipelines, particularly when rapid changes in technology and workload require a constant cycle of redesign. How do you deliver scalable, highly available products while keeping costs in check?With this practical guide, author Sev Leonard ... Read more

$41.09 USD

The low cost of getting started with cloud services can easily evolve into a significant expense down the road. That's challenging for teams developing data pipelines, particularly when rapid changes in technology and workload require a constant cycle of redesign. How do you deliver scalable, highly available products while keeping costs in check?With this practical guide, author Sev Leonard
... Read more
Building Machine Learning Systems with Python

by Willi Richert, Luis Pedro Coelho ...

This is a tutorial-driven and practical, but well-grounded book showcasing good Machine Learning practices. There will be an emphasis on using existing technologies instead of showing how to write your own implementations of algorithms. This book is a scenario-based, example-driven tutorial. By the end of the book you will have learnt critical aspects of Machine Learning Python projects and ... Read more

$27.89 USD or Free with Kobo Plus

This is a tutorial-driven and practical, but well-grounded book showcasing good Machine Learning practices. There will be an emphasis on using existing technologies instead of showing how to write your own implementations of algorithms. This book is a scenario-based, example-driven tutorial. By the end of the book you will have learnt critical aspects of Machine Learning Python projects and
... Read more
Developing Metadata Application Profiles

Edited by Mariana Curado Malta, Ana Alice Baptista, Paul Walk ...

The prevalence of data science has grown exponentially in recent years. Increases in data exchange have created the need for standards and formats on handling data from different sources. Developing Metadata Application Profiles is an innovative reference source that discusses the latest trends and techniques for effectively managing and exchanging metadata. Including a range of perspectives on ... Read more

$143.99 USD

The prevalence of data science has grown exponentially in recent years. Increases in data exchange have created the need for standards and formats on handling data from different sources. Developing Metadata Application Profiles is an innovative reference source that discusses the latest trends and techniques for effectively managing and exchanging metadata. Including a range of perspectives on
... Read more
To the Cloud

Big Data in a Turbulent World

by Vincent Mosco ...

Cloud computing and big data are arguably the most significant forces in information technology today. In the wake of revelations about National Security Agency (NSA) activities, many of which occur "in the cloud", this book offers both enlightenment and a critical view. Vincent Mosco explores where the cloud originated, what it means, and how important it is for business, government and citizens. ... Read more

$55.99 USD

Cloud computing and big data are arguably the most significant forces in information technology today. In the wake of revelations about National Security Agency (NSA) activities, many of which occur "in the cloud", this book offers both enlightenment and a critical view. Vincent Mosco explores where the cloud originated, what it means, and how important it is for business, government and citizens.
... Read more
Making Data Visual

A Practical Guide to Using Visualization for Insight

by Danyel Fisher, Miriah Meyer ...

You have a mound of data front of you and a suite of computation tools at your disposal. Which parts of the data actually matter? Where is the insight hiding? If you’re a data scientist trying to navigate the murky space between data and insight, this practical book shows you how to make sense of your data through high-level questions, well-defined data analysis tasks, and visualizations to ... Read more

$24.49 USD

You have a mound of data front of you and a suite of computation tools at your disposal. Which parts of the data actually matter? Where is the insight hiding? If you’re a data scientist trying to navigate the murky space between data and insight, this practical book shows you how to make sense of your data through high-level questions, well-defined data analysis tasks, and visualizations to
... Read more
Building Blockchain Projects

Building decentralized Blockchain applications with Ethereum and Solidity

by Narayan Prusty ...

Develop real-time practical DApps using Ethereum and JavaScriptKey Features\[\*\] Create powerful, end-to-end applications for Blockchain using Ethereum\[\*\] Write your first program using the Solidity programming language\[\*\] Change the way you think and design your applications by using the all new database-BlockchainBook DescriptionBlockchain is a decentralized ledger that maintains a ... Read more

$37.79 USD or Free with Kobo Plus

Develop real-time practical DApps using Ethereum and JavaScriptKey Features\[\*\] Create powerful, end-to-end applications for Blockchain using Ethereum\[\*\] Write your first program using the Solidity programming language\[\*\] Change the way you think and design your applications by using the all new database-BlockchainBook DescriptionBlockchain is a decentralized ledger that maintains a
... Read more
Intelligent and Cloud Computing

Proceedings of ICICC 2019, Volume 2

Edited by Debahuti Mishra, Rajkumar Buyya, Prasant Mohapatra, Srikanta Patnaik ...

Series series Springer Nature Proceedings excluding Computer Science
This book features a collection of high-quality research papers presented at the International Conference on Intelligent and Cloud Computing (ICICC 2019), held at Siksha 'O' Anusandhan (Deemed to be University), Bhubaneswar, India, on December 20, 2019. Including contributions on system and network design that can support existing and future applications and services, it covers topics such as ... Read more

$143.09 USD

This book features a collection of high-quality research papers presented at the International Conference on Intelligent and Cloud Computing (ICICC 2019), held at Siksha 'O' Anusandhan (Deemed to be University), Bhubaneswar, India, on December 20, 2019. Including contributions on system and network design that can support existing and future applications and services, it covers topics such as
... Read more
The Self-Service Data Roadmap

by Sandeep Uttamchandani ...

Data-driven insights are a key competitive advantage for any industry today, but deriving insights from raw data can still take days or weeks. Most organizations can’t scale data science teams fast enough to keep up with the growing amounts of data to transform. What’s the answer? Self-service data.With this practical book, data engineers, data scientists, and team managers will learn how to build ... Read more

$41.09 USD

Data-driven insights are a key competitive advantage for any industry today, but deriving insights from raw data can still take days or weeks. Most organizations can’t scale data science teams fast enough to keep up with the growing amounts of data to transform. What’s the answer? Self-service data.With this practical book, data engineers, data scientists, and team managers will learn how to build
... Read more
Trends and Applications in Information Systems and Technologies

Volume 4

Edited by Álvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira, Ana Maria Ramalho Correia ...

Series series Springer Nature Proceedings excluding Computer Science
This book is composed of a selection of articles from The 2021 World Conference on Information Systems and Technologies (WorldCIST'21), held online between 30 and 31 of March and 1 and 2 of April 2021 at Hangra de Heroismo, Terceira Island, Azores, Portugal.WorldCIST is a global forum for researchers and practitioners to present and discuss recent results and innovations, current trends, ... Read more

$188.09 USD

This book is composed of a selection of articles from The 2021 World Conference on Information Systems and Technologies (WorldCIST'21), held online between 30 and 31 of March and 1 and 2 of April 2021 at Hangra de Heroismo, Terceira Island, Azores, Portugal.WorldCIST is a global forum for researchers and practitioners to present and discuss recent results and innovations, current trends,
... Read more
Enabling Data

A New Model for Data-Driven Success in Your Organization

by David Castro-Gavino, Boyan Angelov ...

Why do organisations still struggle to realise meaningful value from data and artificial intelligence, despite decades of technological progress?Despite decades of investment in data platforms, analytics tools and artificial intelligence, many organisations still struggle to turn data into real business impact. Too often, data initiatives become trapped in cycles of pilots, fragmented platforms ... Read more

$26.99 USD

Why do organisations still struggle to realise meaningful value from data and artificial intelligence, despite decades of technological progress?Despite decades of investment in data platforms, analytics tools and artificial intelligence, many organisations still struggle to turn data into real business impact. Too often, data initiatives become trapped in cycles of pilots, fragmented platforms
... Read more
World Yearbook of Education 2021

Accountability and Datafication in the Governance of Education

Edited by Sotiria Grek, Christian Maroy, Antoni Verger ...

Series series World Yearbook of Education
Providing a comprehensive introduction to the topic of accountability and datafication in the governance of education, the World Yearbook of Education 2021 considers global policy dynamics and policy enactment processes. Chapters pay particular attention to the role of international organizations and the private sector in the promotion of performance-based accountability (PBA) in different ... Read more

$60.99 USD

Providing a comprehensive introduction to the topic of accountability and datafication in the governance of education, the World Yearbook of Education 2021 considers global policy dynamics and policy enactment processes. Chapters pay particular attention to the role of international organizations and the private sector in the promotion of performance-based accountability (PBA) in different
... Read more
Elasticsearch 7 Quick Start Guide

Get up and running with the distributed search and analytics capabilities of Elasticsearch

by Anurag Srivastava, Douglas Miller ...

Get the most out of Elasticsearch 7's new features to build, deploy, and manage efficient applicationsKey FeaturesDiscover the new features introduced in Elasticsearch 7Explore techniques for distributed search, indexing, and clusteringGain hands-on knowledge of implementing Elasticsearch for your enterpriseBook DescriptionElasticsearch is one of the most popular tools for distributed search and ... Read more

$22.79 USD or Free with Kobo Plus

Get the most out of Elasticsearch 7's new features to build, deploy, and manage efficient applicationsKey FeaturesDiscover the new features introduced in Elasticsearch 7Explore techniques for distributed search, indexing, and clusteringGain hands-on knowledge of implementing Elasticsearch for your enterpriseBook DescriptionElasticsearch is one of the most popular tools for distributed search and
... Read more
Go Programming for Microservices

Building High-Performance Distributed Systems

by Harvey Mills ...

Go Programming for Microservices: Building High-Performance Distributed SystemsAbout the Technology:Go, a modern and efficient programming language, is rapidly gaining traction for building microservices. Its focus on concurrency, simplicity, and powerful tooling makes it ideal for crafting scalable and maintainable distributed systems.This book is written by an experienced developer who has ... Read more

$7.49 USD or Free with Kobo Plus

Go Programming for Microservices: Building High-Performance Distributed SystemsAbout the Technology:Go, a modern and efficient programming language, is rapidly gaining traction for building microservices. Its focus on concurrency, simplicity, and powerful tooling makes it ideal for crafting scalable and maintainable distributed systems.This book is written by an experienced developer who has
... Read more
Agile eHealth Usability Evaluation

Development of the ToUsE toolbox to foster the usability of eHealth systems

by Irina Sinabell ...

Series series Computer Science and Engineering (German Language)
The integration of usability evaluations into iterative software development processes is becoming increasingly relevant, as gathering feedback from prospective users is crucial to improving the usability of eHealth systems. Traditional approaches to eHealth usability evaluation, however, are difficult to reconcile with the iterative software development process, which is why there is an ... Read more

$89.09 USD

The integration of usability evaluations into iterative software development processes is becoming increasingly relevant, as gathering feedback from prospective users is crucial to improving the usability of eHealth systems. Traditional approaches to eHealth usability evaluation, however, are difficult to reconcile with the iterative software development process, which is why there is an
... Read more
"Careers in Information Technology: Machine Learning Engineer"

GoodMan, #1

by Patrick Mukosha ...

Series Book 1 - GoodMan
"Careers in Information Technology: Machine Learning Engineer" offers a comprehensive and insightful exploration into the dynamic and evolving field of machine learning within the realm of Information Technology. Authored by an esteemed IT expert, this book serves as a valuable guide for aspiring professionals, career changers, and anyone intrigued by the intersection of technology and artificial ... Read more

$4.50 USD or Free with Kobo Plus

"Careers in Information Technology: Machine Learning Engineer" offers a comprehensive and insightful exploration into the dynamic and evolving field of machine learning within the realm of Information Technology. Authored by an esteemed IT expert, this book serves as a valuable guide for aspiring professionals, career changers, and anyone intrigued by the intersection of technology and artificial
... Read more
System Analysis and Artificial Intelligence

Edited by Michael Zgurovsky, Nataliya Pankratova ...

Series series Intelligent Technologies and Robotics (R0)
This book contains the latest scientific work of Ukrainian scientists and their colleagues from other countries of the world in three interrelated areas: systems analysis, artificial intelligence and data mining. The included articles present the theoretical foundations and practical applications of the latest tools and methods of artificial intelligence, scenario planning, decision making and ... Read more

$179.99 USD

This book contains the latest scientific work of Ukrainian scientists and their colleagues from other countries of the world in three interrelated areas: systems analysis, artificial intelligence and data mining. The included articles present the theoretical foundations and practical applications of the latest tools and methods of artificial intelligence, scenario planning, decision making and
... Read more
Data Science in Engineering, Vol. 11

Proceedings of the 43rd IMAC, A Conference and Exposition on Structural Dynamics 2025

Edited by Thomas Matarazzo, François Hemez, Eleonora Maria Tronci, Austin Downey ...

Data Science in Engineering, Volume 11: Proceedings of the 43rd IMAC, A Conference and Exposition on Structural Dynamics, 2025, the eleventh volume of twelve from the Conference brings together contributions to this important area of research and engineering. The collection presents early findings and case studies on fundamental and applied aspects of Data Science in Engineering, including papers ... Read more

$130.00 USD

Data Science in Engineering, Volume 11: Proceedings of the 43rd IMAC, A Conference and Exposition on Structural Dynamics, 2025, the eleventh volume of twelve from the Conference brings together contributions to this important area of research and engineering. The collection presents early findings and case studies on fundamental and applied aspects of Data Science in Engineering, including papers
... Read more
Get to Know Your Own Data with RAG

by Parmod K Gandhi ...

Your documents. Your AI. Your machine.What if you could ask your own files a question - and get a real answer, in plain English, with a citation to the exact page it came from? Not a chatbot guessing. A system that reads your documents, finds the passages that matter, and tells you honestly when the answer isn't there.That system is called Retrieval-Augmented Generation (RAG), and this book ... Read more

$8.99 USD

Your documents. Your AI. Your machine.What if you could ask your own files a question - and get a real answer, in plain English, with a citation to the exact page it came from? Not a chatbot guessing. A system that reads your documents, finds the passages that matter, and tells you honestly when the answer isn't there.That system is called Retrieval-Augmented Generation (RAG), and this book
... Read more
Analítica de datos y rendimiento académico

by Leonardo Emiro Contreras Bravo, Giovanny Mauricio Tarazona Bermúdez, Héctor Javier Fuentes López ...

Series series Espacios
"En la literatura se encuentran diversos medios que, según las investigaciones, facilitan o ayudan al proceso educativo, como los dispositivos móviles (tabletas y teléfonos) y los reproductores de música como medio de formación de los estudiantes; este proceso es conocido como Mobile Learning (M-Learning). De forma similar, se encuentran también los juegos como estrategia de enseñanza (Game ... Read more

$9.99 USD or Free with Kobo Plus

"En la literatura se encuentran diversos medios que, según las investigaciones, facilitan o ayudan al proceso educativo, como los dispositivos móviles (tabletas y teléfonos) y los reproductores de música como medio de formación de los estudiantes; este proceso es conocido como Mobile Learning (M-Learning). De forma similar, se encuentran también los juegos como estrategia de enseñanza (Game
... 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

$28.79 USD

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

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