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Machine Learning with Apache Spark Quick Start Guide

Uncover patterns, derive actionable insights, and learn from big data using MLlib

by Jillur Quddus ...

Combine advanced analytics including Machine Learning, Deep Learning Neural Networks and Natural Language Processing with modern scalable technologies including Apache Spark to derive actionable insights from Big Data in real-timeKey FeaturesMake a hands-on start in the fields of Big Data, Distributed Technologies and Machine LearningLearn how to design, develop and interpret the results of common ... Read more

$28.99 CAD or Free with Kobo Plus

Combine advanced analytics including Machine Learning, Deep Learning Neural Networks and Natural Language Processing with modern scalable technologies including Apache Spark to derive actionable insights from Big Data in real-timeKey FeaturesMake a hands-on start in the fields of Big Data, Distributed Technologies and Machine LearningLearn how to design, develop and interpret the results of common
... Read more
Les data sciences en 100 questions/réponses

+ 2 études de cas commentées

by Younes Benzaki ...

Series series Blanche
Un livre à la fois théorique et pratiqueCet ouvrage a pour ambition de couvrir un large spectre du domaine des data sciences. Il va plus loin qu'un simple tour sur les algorithmes d'apprentissage automatique et s'attaque aux autres aspects, malheureusement négligés mais fondamentaux pour tout data scientist :concepts généraux mais poussés, dont la maîtrise est indispensable ;algorithmes d ... Read more

$35.21 CAD

Un livre à la fois théorique et pratiqueCet ouvrage a pour ambition de couvrir un large spectre du domaine des data sciences. Il va plus loin qu'un simple tour sur les algorithmes d'apprentissage automatique et s'attaque aux autres aspects, malheureusement négligés mais fondamentaux pour tout data scientist :concepts généraux mais poussés, dont la maîtrise est indispensable ;algorithmes d
... Read more
Driving Digital Transformation through Data and AI

A Practical Guide to Delivering Data Science and Machine Learning Products

by Alexander Borek, Nadine Prill ...

Leading tech companies such as Netflix, Amazon and Uber use data science and machine learning at scale in their core business processes, whereas most traditional companies struggle to expand their machine learning projects beyond a small pilot scope. This book enables organizations to truly embrace the benefits of digital transformation by anchoring data and AI products at the core of their ... Read more

$52.99 CAD

Leading tech companies such as Netflix, Amazon and Uber use data science and machine learning at scale in their core business processes, whereas most traditional companies struggle to expand their machine learning projects beyond a small pilot scope. This book enables organizations to truly embrace the benefits of digital transformation by anchoring data and AI products at the core of their
... Read more
Moving Hadoop to the Cloud

Harnessing Cloud Features and Flexibility for Hadoop Clusters

by Bill Havanki ...

Until recently, Hadoop deployments existed on hardware owned and run by organizations. Now, of course, you can acquire the computing resources and network connectivity to run Hadoop clusters in the cloud. But there’s a lot more to deploying Hadoop to the public cloud than simply renting machines.This hands-on guide shows developers and systems administrators familiar with Hadoop how to install, ... Read more

$35.99 CAD

Until recently, Hadoop deployments existed on hardware owned and run by organizations. Now, of course, you can acquire the computing resources and network connectivity to run Hadoop clusters in the cloud. But there’s a lot more to deploying Hadoop to the public cloud than simply renting machines.This hands-on guide shows developers and systems administrators familiar with Hadoop how to install,
... Read more
DuckDB: Up and Running

Fast Data Analytics and Reporting

by Wei-Meng Lee ...

DuckDB, an open source in-process database created for OLAP workloads, provides key advantages over more mainstream OLAP solutions: It's embeddable and optimized for analytics. It also integrates well with Python and is compatible with SQL, giving you the performance and flexibility of SQL right within your Python environment. This handy guide shows you how to get started with this versatile and ... Read more

$59.99 CAD

DuckDB, an open source in-process database created for OLAP workloads, provides key advantages over more mainstream OLAP solutions: It's embeddable and optimized for analytics. It also integrates well with Python and is compatible with SQL, giving you the performance and flexibility of SQL right within your Python environment. This handy guide shows you how to get started with this versatile and
... Read more
Deep Learning Dynamics: The Science Behind AI Training

by ABHIJEET SARKAR ...

"Deep Learning Dynamics: The Science Behind AI Training" , Written by Abhijeet Sarkar is your ultimate guide to understanding the science and art of training artificial intelligence systems. Perfect for AI enthusiasts, data scientists, researchers, and tech professionals, this comprehensive book uncovers the intricate mechanisms behind modern deep learning, providing practical insights and ... Read more

$7.99 CAD

"Deep Learning Dynamics: The Science Behind AI Training" , Written by Abhijeet Sarkar is your ultimate guide to understanding the science and art of training artificial intelligence systems. Perfect for AI enthusiasts, data scientists, researchers, and tech professionals, this comprehensive book uncovers the intricate mechanisms behind modern deep learning, providing practical insights and
... Read more
Uncertainty and Imprecision in Decision Making and Decision Support: New Challenges, Solutions and Perspectives

Selected Papers from BOS-2018, held on September 24-26, 2018, and IWIFSGN-2018, held on September 27-28, 2018 in Warsaw, Poland

Edited by Krassimir T. Atanassov, Vassia Atanassova, Janusz Kacprzyk, Andrzej Kaluszko, Maciej Krawczak, Jan W. Owsinski, Sotir Sotirov, Evdokia Sotirova, Eulalia Szmidt, Slawomir Zadrozny ...

Series series Springer Nature Proceedings excluding Computer Science
This book gathers selected papers from two important conferences held on October 24–28, 2018, in Warsaw, Poland: theFifteenth National Conference of Operational and Systems Research, BOS-2018, one of the leading conferences in the field of operational and systems research not only in Poland but also at the European level; andthe Seventeenth International Workshop on Intuitionistic Fuzzy Sets and ... Read more

$179.99 CAD

This book gathers selected papers from two important conferences held on October 24–28, 2018, in Warsaw, Poland: theFifteenth National Conference of Operational and Systems Research, BOS-2018, one of the leading conferences in the field of operational and systems research not only in Poland but also at the European level; andthe Seventeenth International Workshop on Intuitionistic Fuzzy Sets and
... Read more
Modelling, Simulation and Intelligent Computing

Proceedings of MoSICom 2020

Edited by Nilesh Goel, Shazia Hasan, V. Kalaichelvi ...

Series series Springer Nature Proceedings Computer Science
This book presents articles from the International Conference on Modelling, Simulation and Intelligent Computing (MoSICom 2020), held at Birla Institute of Technology and Science Pilani, Dubai Campus, Dubai, UAE, in January 2020. Modelling and simulation are becoming increasingly important in a wide variety of fields, from Signal, Image and Speech Processing, and Microelectronic Devices and ... Read more

$256.99 CAD

This book presents articles from the International Conference on Modelling, Simulation and Intelligent Computing (MoSICom 2020), held at Birla Institute of Technology and Science Pilani, Dubai Campus, Dubai, UAE, in January 2020. Modelling and simulation are becoming increasingly important in a wide variety of fields, from Signal, Image and Speech Processing, and Microelectronic Devices and
... Read more
Reproducible Finance with R

Code Flows and Shiny Apps for Portfolio Analysis

by Jonathan K. Regenstein, Jr. ...

Series series Chapman & Hall/CRC The R Series
Reproducible Finance with R: Code Flows and Shiny Apps for Portfolio Analysis is a unique introduction to data science for investment management that explores the three major R/finance coding paradigms, emphasizes data visualization, and explains how to build a cohesive suite of functioning Shiny applications. The full source code, asset price data and live Shiny applications are available at ... Read more

$130.99 CAD

Reproducible Finance with R: Code Flows and Shiny Apps for Portfolio Analysis is a unique introduction to data science for investment management that explores the three major R/finance coding paradigms, emphasizes data visualization, and explains how to build a cohesive suite of functioning Shiny applications. The full source code, asset price data and live Shiny applications are available at
... Read more
Advanced Information Networking and Applications

Proceedings of the 37th International Conference on Advanced Information Networking and Applications (AINA-2023), Volume 2

Edited by Leonard Barolli ...

Series series Springer Nature Proceedings excluding Computer Science
Networks of today are going through a rapid evolution and there are many emerging areas of information networking and their applications. Heterogeneous networking supported by recent technological advances in low power wireless communications along with silicon integration of various functionalities such as sensing, communications, intelligence and actuations are emerging as a critically important ... Read more

$344.99 CAD

Networks of today are going through a rapid evolution and there are many emerging areas of information networking and their applications. Heterogeneous networking supported by recent technological advances in low power wireless communications along with silicon integration of various functionalities such as sensing, communications, intelligence and actuations are emerging as a critically important
... Read more
Lenguas y turismo

Estudios en torno al discurso, la didáctica y la divulgación

Edited by Sergio Rodríguez-Tapia, Adela González-Fernández ...

Series Book 267 - Linguistic Insights
Lenguas y turismo: estudios en torno al discurso, la didáctica y la divulgación recoge algunas contribuciones sobre los últimos trabajos rea-lizados en torno a la estructura del discurso turístico, la didáctica o la innovación docente de la enseñanza de materias lingüísticas relacionadas con el turismo o las estrategias de los medios de divulgación y difusión de las actividades turísticas. Con el ... Read more

$98.99 CAD

Lenguas y turismo: estudios en torno al discurso, la didáctica y la divulgación recoge algunas contribuciones sobre los últimos trabajos rea-lizados en torno a la estructura del discurso turístico, la didáctica o la innovación docente de la enseñanza de materias lingüísticas relacionadas con el turismo o las estrategias de los medios de divulgación y difusión de las actividades turísticas. Con el
... Read more
Apache Spark Deep Learning Cookbook

Over 80 best practice recipes for the distributed training and deployment of neural networks using Keras and TensorFlow

by Ahmed Sherif, Amrith Ravindra, Michal Malohlava, Adnan Masood ...

Run efficient deep learning models on Apache Spark using TensorFlow and KerasKey FeaturesTrain distributed complex neural networks on Apache SparkUse TensorFlow and Keras to train and deploy deep learning modelsExplore practical tips to enhance performanceBook DescriptionOrganizations these days need to integrate popular big data tools such as Apache Spark with highly efficient deep learning ... Read more

$47.99 CAD or Free with Kobo Plus

Run efficient deep learning models on Apache Spark using TensorFlow and KerasKey FeaturesTrain distributed complex neural networks on Apache SparkUse TensorFlow and Keras to train and deploy deep learning modelsExplore practical tips to enhance performanceBook DescriptionOrganizations these days need to integrate popular big data tools such as Apache Spark with highly efficient deep learning
... Read more
Natural Language Processing for the Semantic Web

by Diana Maynard, Kalina Bontcheva, Isabelle Augenstein ...

Series series Synthesis Lectures on the Semantic Web: Theory and Technology
This book introduces core natural language processing (NLP) technologies to non-experts in an easily accessible way, as a series of building blocks that lead the user to understand key technologies, why they are required, and how to integrate them into Semantic Web applications. Natural language processing and Semantic Web technologies have different, but complementary roles in data management. ... Read more

$65.99 CAD

This book introduces core natural language processing (NLP) technologies to non-experts in an easily accessible way, as a series of building blocks that lead the user to understand key technologies, why they are required, and how to integrate them into Semantic Web applications. Natural language processing and Semantic Web technologies have different, but complementary roles in data management.
... Read more
Digital Technologies and Applications

Proceedings of ICDTA'24, Benguerir, Morocco, Volume 2

Edited by Saad Motahhir, Badre Bossoufi ...

Series series Springer Nature Proceedings excluding Computer Science
This book presents volume 2 of selected research papers presented at the fourth International Conference on Digital Technologies and Applications (ICDTA’24). Highlighting the latest innovations in digital technologies as: artificial intelligence, Internet of Things, embedded systems, chatbot, network technology, digital transformation and their applications in several areas as Industry 4.0, ... Read more

$256.99 CAD

This book presents volume 2 of selected research papers presented at the fourth International Conference on Digital Technologies and Applications (ICDTA’24). Highlighting the latest innovations in digital technologies as: artificial intelligence, Internet of Things, embedded systems, chatbot, network technology, digital transformation and their applications in several areas as Industry 4.0,
... Read more
Intelligent Systems, Blockchain, and Communication Technologies

Selected Papers From the International Conference on Intelligent Systems, Blockchain, and Communication Technologies (ISBCom24) - Volume 1

Edited by Ahmed Abdelgawad, Akhtar Jamil, Alaa Ali Hameed ...

Series series Springer Nature Proceedings excluding Computer Science
This proceedings book comprises high-quality papers from the 1st International Conference on Intelligent Systems, Blockchain, and Communication Technologies (ISBCom-2024), offering insights into the integration of computing, IoT, and data analytics across diverse fields. Structured to emphasize real-world applications, it presents impactful studies that propose novel solutions to current ... Read more

$204.99 CAD

This proceedings book comprises high-quality papers from the 1st International Conference on Intelligent Systems, Blockchain, and Communication Technologies (ISBCom-2024), offering insights into the integration of computing, IoT, and data analytics across diverse fields. Structured to emphasize real-world applications, it presents impactful studies that propose novel solutions to current
... Read more
Advanced Information Networking and Applications

Proceedings of the 39th International Conference on Advanced Information Networking and Applications (AINA-2025), Volume 6

Edited by Leonard Barolli ...

Series series Springer Nature Proceedings excluding Computer Science
Networks of today are going through a rapid evolution and there are many emerging areas of information networking and their applications. Heterogeneous networking supported by recent technological advances in low power wireless communications along with silicon integration of various functionalities such as sensing, communications, intelligence and actuations are emerging as a critically important ... Read more

$267.99 CAD

Networks of today are going through a rapid evolution and there are many emerging areas of information networking and their applications. Heterogeneous networking supported by recent technological advances in low power wireless communications along with silicon integration of various functionalities such as sensing, communications, intelligence and actuations are emerging as a critically important
... Read more
Advanced Analytics with R and Tableau

Advanced analytics using data classification, unsupervised learning and data visualization

by Jen Stirrup, Ruben Oliva Ramos, LOURDES BOLAÑOS PÉREZ ...

Leverage the power of advanced analytics and predictive modeling in Tableau using the statistical powers of RKey FeaturesA comprehensive guide that will bring out the creativity in you to visualize the results of complex calculations using Tableau and RCombine Tableau analytics and visualization with the power of R using this step-by-step guideWondering how R can be used with Tableau? This book is ... Read more

$37.99 CAD or Free with Kobo Plus

Leverage the power of advanced analytics and predictive modeling in Tableau using the statistical powers of RKey FeaturesA comprehensive guide that will bring out the creativity in you to visualize the results of complex calculations using Tableau and RCombine Tableau analytics and visualization with the power of R using this step-by-step guideWondering how R can be used with Tableau? This book is
... Read more
Personal Data Protection

Governance and Compliance Requirements

by ERIC SAMBU ...

Data protection is a new frontier of managing risks associated with data loss of misuse. With many jurisdictions yet to set regulations, it is important for everyone to understand the principles, governance and compliance requirements with the evolving data protection laws. This book illuminates these aspects and assesses the East African context, with judicial precedents so far set. The truth is ... Read more

$13.99 CAD

Data protection is a new frontier of managing risks associated with data loss of misuse. With many jurisdictions yet to set regulations, it is important for everyone to understand the principles, governance and compliance requirements with the evolving data protection laws. This book illuminates these aspects and assesses the East African context, with judicial precedents so far set. The truth is
... Read more
Introduction to R for Business Intelligence

Profit optimization using data mining, data analysis, and Business Intelligence

by Jay Gendron ...

Learn how to leverage the power of R for Business IntelligenceKey Features\[\*\] Use this easy-to-follow guide to leverage the power of R analytics and make your business data more insightful.\[\*\] This highly practical guide teaches you how to develop dashboards that help you make informed decisions using R.\[\*\] Learn the A to Z of working with data for Business Intelligence with the help of ... Read more

$33.99 CAD or Free with Kobo Plus

Learn how to leverage the power of R for Business IntelligenceKey Features\[\*\] Use this easy-to-follow guide to leverage the power of R analytics and make your business data more insightful.\[\*\] This highly practical guide teaches you how to develop dashboards that help you make informed decisions using R.\[\*\] Learn the A to Z of working with data for Business Intelligence with the help of
... Read more
Los Secretos Del Discurso Empresarial

Colección Libertad Financiera, #5

by León Libros, Mark K. Scott ...

Series Book 5 - Colección Libertad Financiera
Es imperativo que las personas adquieran la capacidad de presentar ideas de forma eficaz. En cualquier profesión, desde la odontología hasta la banca de inversión, inevitablemente llega un momento en que se hace necesario persuadir a un individuo de un punto de vista o idea particular.Desafortunadamente, existe una disparidad entre el mensaje que intentamos transmitir a nuestra audiencia y su ... Read more

$2.99 CAD or Free with Kobo Plus

Es imperativo que las personas adquieran la capacidad de presentar ideas de forma eficaz. En cualquier profesión, desde la odontología hasta la banca de inversión, inevitablemente llega un momento en que se hace necesario persuadir a un individuo de un punto de vista o idea particular.Desafortunadamente, existe una disparidad entre el mensaje que intentamos transmitir a nuestra audiencia y su
... Read more
Innovations in Machine and Deep Learning

Case Studies and Applications

Edited by Gilberto Rivera, Alejandro Rosete, Bernabé Dorronsoro, Nelson Rangel-Valdez ...

Series series Intelligent Technologies and Robotics (R0)
In recent years, significant progress has been made in achieving artificial intelligence (AI) with an impact on students, managers, scientists, health personnel, technical roles, investors, teachers, and leaders. This book presents numerous successful applications of AI in various contexts.The innovative implications covered fall under the general field of machine learning (ML), including deep ... Read more

$256.99 CAD

In recent years, significant progress has been made in achieving artificial intelligence (AI) with an impact on students, managers, scientists, health personnel, technical roles, investors, teachers, and leaders. This book presents numerous successful applications of AI in various contexts.The innovative implications covered fall under the general field of machine learning (ML), including deep
... Read more
National Cyber Summit (NCS) Research Track

Edited by Kim-Kwang Raymond Choo, Thomas H. Morris, Gilbert L. Peterson ...

Series series Springer Nature Proceedings excluding Computer Science
These proceedings gather papers presented at the Cyber Security Education Stream and Cyber Security Technology Stream of The National Cyber Summit’s Research Track, and report on the latest advances in areas ranging from software security to cyber attack detection and modeling; the use of machine learning in cyber security; legislation and policy; surveying small businesses; cyber competition, and ... Read more

$115.99 CAD

These proceedings gather papers presented at the Cyber Security Education Stream and Cyber Security Technology Stream of The National Cyber Summit’s Research Track, and report on the latest advances in areas ranging from software security to cyber attack detection and modeling; the use of machine learning in cyber security; legislation and policy; surveying small businesses; cyber competition, and
... 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

$57.99 CAD

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
Reliable AI Under Distribution Shift: Architectures and Evaluation for Real-World Systems

by Shubh Garg ...

Artificial intelligence systems often achieve impressive performance on benchmark datasets, yet many fail when deployed in real-world environments. One of the central reasons for this gap is distribution shift: the statistical properties of data encountered during deployment differ from those present during training. As a result, models that appear accurate in controlled evaluations may become ... Read more

$8.99 CAD or Free with Kobo Plus

Artificial intelligence systems often achieve impressive performance on benchmark datasets, yet many fail when deployed in real-world environments. One of the central reasons for this gap is distribution shift: the statistical properties of data encountered during deployment differ from those present during training. As a result, models that appear accurate in controlled evaluations may become
... Read more

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