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Scaling Python with Ray

Adventures in Cloud and Serverless Patterns

by Holden Karau, Boris Lublinsky ...

Serverless computing enables developers to concentrate solely on their applications rather than worry about where they've been deployed. With the Ray general-purpose serverless implementation in Python, programmers and data scientists can hide servers, implement stateful applications, support direct communication between tasks, and access hardware accelerators.In this book, experienced software ... Read more

$51.83 CAD

Serverless computing enables developers to concentrate solely on their applications rather than worry about where they've been deployed. With the Ray general-purpose serverless implementation in Python, programmers and data scientists can hide servers, implement stateful applications, support direct communication between tasks, and access hardware accelerators.In this book, experienced software
... Read more
Streaming Data Mesh

A Model for Optimizing Real-Time Data Services

by Hubert Dulay, Stephen Mooney ...

Data lakes and warehouses have become increasingly fragile, costly, and difficult to maintain as data gets bigger and moves faster. Data meshes can help your organization decentralize data, giving ownership back to the engineers who produced it. This book provides a concise yet comprehensive overview of data mesh patterns for streaming and real-time data services.Authors Hubert Dulay and Stephen ... Read more

$51.83 CAD

Data lakes and warehouses have become increasingly fragile, costly, and difficult to maintain as data gets bigger and moves faster. Data meshes can help your organization decentralize data, giving ownership back to the engineers who produced it. This book provides a concise yet comprehensive overview of data mesh patterns for streaming and real-time data services.Authors Hubert Dulay and Stephen
... Read more
Building Knowledge Graphs

A Practitioner's Guide

by Jesus Barrasa, Jim Webber ...

Incredibly useful, knowledge graphs help organizations keep track of medical research, cybersecurity threat intelligence, GDPR compliance, web user engagement, and much more. They do so by storing interlinked descriptions of entities—objects, events, situations, or abstract concepts—and encoding the underlying information. How do you create a knowledge graph? And how do you move it from theory ... Read more

$69.83 CAD

Incredibly useful, knowledge graphs help organizations keep track of medical research, cybersecurity threat intelligence, GDPR compliance, web user engagement, and much more. They do so by storing interlinked descriptions of entities—objects, events, situations, or abstract concepts—and encoding the underlying information. How do you create a knowledge graph? And how do you move it from theory
... 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

$51.83 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
Building an Event-Driven Data Mesh

Patterns for Designing & Building Event-Driven Architectures

by Adam Bellemare ...

The exponential growth of data combined with the need to derive real-time business value is a critical issue today. An event-driven data mesh can power real-time operational and analytical workloads, all from a single set of data product streams. With practical real-world examples, this book shows you how to successfully design and build an event-driven data mesh.Building an Event-Driven Data Mesh ... Read more

$51.83 CAD

The exponential growth of data combined with the need to derive real-time business value is a critical issue today. An event-driven data mesh can power real-time operational and analytical workloads, all from a single set of data product streams. With practical real-world examples, this book shows you how to successfully design and build an event-driven data mesh.Building an Event-Driven Data Mesh
... Read more
Advanced Analytics with PySpark

Patterns for Learning from Data at Scale Using Python and Spark

by Akash Tandon, Sandy Ryza, Uri Laserson, Sean Owen, Josh Wills ...

The amount of data being generated today is staggering and growing. Apache Spark has emerged as the de facto tool to analyze big data and is now a critical part of the data science toolbox. Updated for Spark 3.0, this practical guide brings together Spark, statistical methods, and real-world datasets to teach you how to approach analytics problems using PySpark, Spark's Python API, and other best ... Read more

$51.83 CAD

The amount of data being generated today is staggering and growing. Apache Spark has emerged as the de facto tool to analyze big data and is now a critical part of the data science toolbox. Updated for Spark 3.0, this practical guide brings together Spark, statistical methods, and real-world datasets to teach you how to approach analytics problems using PySpark, Spark's Python API, and other best
... Read more
Apache Hudi: The Definitive Guide

Building Robust, Open, and High-Performing Data Lakehouses

by Shiyan Xu, Prashant Wason, Bhavani Sudha Saktheeswaran, Rebecca Bilbro ...

Overcome challenges in building transactional guarantees on rapidly changing data by using Apache Hudi. With this practical guide, data engineers, data architects, and software architects will discover how to seamlessly build an interoperable lakehouse from disparate data sources and deliver faster insights using your query engine of choice.Authors Shiyan Xu, Prashant Wason, Bhavani Sudha ... Read more

$53.99 CAD

Overcome challenges in building transactional guarantees on rapidly changing data by using Apache Hudi. With this practical guide, data engineers, data architects, and software architects will discover how to seamlessly build an interoperable lakehouse from disparate data sources and deliver faster insights using your query engine of choice.Authors Shiyan Xu, Prashant Wason, Bhavani Sudha
... Read more
Smart Applications with Advanced Machine Learning and Human-Centred Problem Design

by D. Jude Hemanth, Utku Kose, Junzo Watada, Bogdan Patrut ...

Series series Springer Nature Proceedings excluding Computer Science
This book brings together the most recent, quality research papers accepted and presented in the 3rd International Conference on Artificial Intelligence and Applied Mathematics in Engineering (ICAIAME 2021) held in Antalya, Turkey between 1-3 October 2021. Objective of the content is to provide important and innovative research for developments-improvements within different engineering fields, ... Read more

$254.33 CAD

This book brings together the most recent, quality research papers accepted and presented in the 3rd International Conference on Artificial Intelligence and Applied Mathematics in Engineering (ICAIAME 2021) held in Antalya, Turkey between 1-3 October 2021. Objective of the content is to provide important and innovative research for developments-improvements within different engineering fields,
... Read more
Digital Transformation

Core Technologies and Emerging Topics from a Computer Science Perspective

Edited by Birgit Vogel-Heuser, Manuel Wimmer ...

Series series Computer Science (R0)
Digital Transformation in Industry 4.0/5.0 requires the effective and efficient application of digitalization technologies in the area of production systems. This book elaborates on concepts, techniques, and technologies from computer science in the context of Industry 4.0/5.0 and demonstrates their possible applications. Thus, the book serves as an orientation but also as a reference work for ... Read more

$75.50 CAD

Digital Transformation in Industry 4.0/5.0 requires the effective and efficient application of digitalization technologies in the area of production systems. This book elaborates on concepts, techniques, and technologies from computer science in the context of Industry 4.0/5.0 and demonstrates their possible applications. Thus, the book serves as an orientation but also as a reference work for
... Read more
Recent Advances in Logo Detection Using Machine Learning Paradigms

Theory and Practice

by Yen-Wei Chen, Xiang Ruan, Rahul Kumar Jain ...

Series series Intelligent Technologies and Robotics (R0)
This book presents the current trends in deep learning-based object detection framework with a focus on logo detection tasks. It introduces a variety of approaches, including attention mechanisms and domain adaptation for logo detection, and describes recent advancement in object detection frameworks using deep learning. We offer solutions to the major problems such as the lack of training data ... Read more

$174.23 CAD

This book presents the current trends in deep learning-based object detection framework with a focus on logo detection tasks. It introduces a variety of approaches, including attention mechanisms and domain adaptation for logo detection, and describes recent advancement in object detection frameworks using deep learning. We offer solutions to the major problems such as the lack of training data
... Read more
Building Analytics Teams

Harnessing analytics and artificial intelligence for business improvement

by John K. Thompson ...

Master the skills necessary to hire and manage a team of highly skilled individuals to design, build, and implement applications and systems based on advanced analytics and AIKey FeaturesLearn to create an operationally effective advanced analytics team in a corporate environmentSelect and undertake projects that have a high probability of success and deliver the improved top and bottom-line ... Read more

$30.23 CAD or Free with Kobo Plus

Master the skills necessary to hire and manage a team of highly skilled individuals to design, build, and implement applications and systems based on advanced analytics and AIKey FeaturesLearn to create an operationally effective advanced analytics team in a corporate environmentSelect and undertake projects that have a high probability of success and deliver the improved top and bottom-line
... Read more
The Data Science Workshop

A New, Interactive Approach to Learning Data Science

by Anthony So, Robert Thas John, Andrew Worsley, Dr. Samuel Asare, Thomas Joseph, Ivan Liu, Tiffany Ford, Barbora stetinova, Pritesh Tiwari ...

Cut through the noise and get real results with a step-by-step approach to data scienceKey FeaturesIdeal for the data science beginner who is getting started for the first timeA data science tutorial with step-by-step exercises and activities that help build key skillsStructured to let you progress at your own pace, on your own termsUse your physical print copy to redeem free access to the online ... Read more

$33.83 CAD or Free with Kobo Plus

Cut through the noise and get real results with a step-by-step approach to data scienceKey FeaturesIdeal for the data science beginner who is getting started for the first timeA data science tutorial with step-by-step exercises and activities that help build key skillsStructured to let you progress at your own pace, on your own termsUse your physical print copy to redeem free access to the online
... Read more
The Economics of Data, Analytics, and Digital Transformation

The theorems, laws, and empowerments to guide your organization's digital transformation

by Bill Schmarzo ...

Build a continuously learning and adapting organization that can extract increasing levels of business, customer and operational value from the amalgamation of data and advanced analytics such as AI and Machine LearningKey FeaturesMaster the Big Data Business Model Maturity Index methodology to transition to a value-driven organizational mindsetAcquire implementable knowledge on digital ... Read more

$34.55 CAD or Free with Kobo Plus

Build a continuously learning and adapting organization that can extract increasing levels of business, customer and operational value from the amalgamation of data and advanced analytics such as AI and Machine LearningKey FeaturesMaster the Big Data Business Model Maturity Index methodology to transition to a value-driven organizational mindsetAcquire implementable knowledge on digital
... Read more
Artificial Intelligence with Python Cookbook

Proven recipes for applying AI algorithms and deep learning techniques using TensorFlow 2.x and PyTorch 1.6

by Ben Auffarth, Ritesh Kumar ...

Work through practical recipes to learn how to solve complex machine learning and deep learning problems using PythonKey FeaturesGet up and running with artificial intelligence in no time using hands-on problem-solving recipesExplore popular Python libraries and tools to build AI solutions for images, text, sounds, and imagesImplement NLP, reinforcement learning, deep learning, GANs, Monte-Carlo ... Read more

$33.83 CAD or Free with Kobo Plus

Work through practical recipes to learn how to solve complex machine learning and deep learning problems using PythonKey FeaturesGet up and running with artificial intelligence in no time using hands-on problem-solving recipesExplore popular Python libraries and tools to build AI solutions for images, text, sounds, and imagesImplement NLP, reinforcement learning, deep learning, GANs, Monte-Carlo
... Read more
Java Data Analysis

Data mining, big data analysis, NoSQL, and data visualization

by John R. Hubbard ...

Get the most out of the popular Java libraries and tools to perform efficient data analysisKey FeaturesGet your basics right for data analysis with Java and make sense of your data through effective visualizations.Use various Java APIs and tools such as Rapidminer and WEKA for effective data analysis and machine learning.This is your companion to understanding and implementing a solid data ... Read more

$42.47 CAD or Free with Kobo Plus

Get the most out of the popular Java libraries and tools to perform efficient data analysisKey FeaturesGet your basics right for data analysis with Java and make sense of your data through effective visualizations.Use various Java APIs and tools such as Rapidminer and WEKA for effective data analysis and machine learning.This is your companion to understanding and implementing a solid data
... Read more
Apache Spark 2.x for Java Developers

Explore big data at scale using Apache Spark 2.x Java APIs

by Sumit Kumar, Sourav Gulati ...

Unleash the data processing and analytics capability of Apache Spark with the language of choice: JavaKey Features\[\*\] Perform big data processing with Spark—without having to learn Scala!\[\*\] Use the Spark Java API to implement efficient enterprise-grade applications for data processing and analytics\[\*\] Go beyond mainstream data processing by adding querying capability, Machine Learning, ... Read more

$42.47 CAD or Free with Kobo Plus

Unleash the data processing and analytics capability of Apache Spark with the language of choice: JavaKey Features\[\*\] Perform big data processing with Spark—without having to learn Scala!\[\*\] Use the Spark Java API to implement efficient enterprise-grade applications for data processing and analytics\[\*\] Go beyond mainstream data processing by adding querying capability, Machine Learning,
... Read more
Learning Data Mining with Python

Use Python to manipulate data and build predictive models

by Robert Layton ...

Harness the power of Python to develop data mining applications, analyze data, delve into machine learning, explore object detection using Deep Neural Networks, and create insightful predictive models.Key FeaturesUse a wide variety of Python libraries for practical data mining purposes.Learn how to find, manipulate, analyze, and visualize data using Python.Step-by-step instructions on data mining ... Read more

$37.43 CAD or Free with Kobo Plus

Harness the power of Python to develop data mining applications, analyze data, delve into machine learning, explore object detection using Deep Neural Networks, and create insightful predictive models.Key FeaturesUse a wide variety of Python libraries for practical data mining purposes.Learn how to find, manipulate, analyze, and visualize data using Python.Step-by-step instructions on data mining
... Read more
Mastering Machine Learning with R

Advanced prediction, algorithms, and learning methods with R 3.x

by Cory Lesmeister, Doug Ortiz, Vikram Dhillon, Miroslav Kopecky ...

Master machine learning techniques with R to deliver insights in complex projectsKey Features\[\*\] Understand and apply machine learning methods using an extensive set of R packages such as XGBOOST\[\*\] Understand the benefits and potential pitfalls of using machine learning methods such as Multi-Class Classification and Unsupervised Learning\[\*\] Implement advanced concepts in machine learning ... Read more

$42.47 CAD or Free with Kobo Plus

Master machine learning techniques with R to deliver insights in complex projectsKey Features\[\*\] Understand and apply machine learning methods using an extensive set of R packages such as XGBOOST\[\*\] Understand the benefits and potential pitfalls of using machine learning methods such as Multi-Class Classification and Unsupervised Learning\[\*\] Implement advanced concepts in machine learning
... Read more
Practical Machine Learning Cookbook

Supervised and unsupervised machine learning simplified

by Atul Tripathi, Vikram Chandra Jha ...

Building Machine Learning applications with RKey FeaturesImplement a wide range of algorithms and techniques for tackling complex dataImprove predictions and recommendations to have better levels of accuracyOptimize performance of your machine-learning systemsBook DescriptionMachine learning has become the new black. The challenge in today’s world is the explosion of data from existing legacy data ... Read more

$50.39 CAD or Free with Kobo Plus

Building Machine Learning applications with RKey FeaturesImplement a wide range of algorithms and techniques for tackling complex dataImprove predictions and recommendations to have better levels of accuracyOptimize performance of your machine-learning systemsBook DescriptionMachine learning has become the new black. The challenge in today’s world is the explosion of data from existing legacy data
... Read more
Practical Data Wrangling

Expert techniques for transforming your raw data into a valuable source for analytics

by Allan Visochek ...

Turn your noisy data into relevant, insight-ready information by leveraging the data wrangling techniques in Python and RKey Features? This easy-to-follow guide takes you through every step of the data wrangling process in the best possible way? Work with different types of datasets, and reshape the layout of your data to make it easier for analysis? Get simple examples and real-life data ... Read more

$25.91 CAD or Free with Kobo Plus

Turn your noisy data into relevant, insight-ready information by leveraging the data wrangling techniques in Python and RKey Features? This easy-to-follow guide takes you through every step of the data wrangling process in the best possible way? Work with different types of datasets, and reshape the layout of your data to make it easier for analysis? Get simple examples and real-life data
... Read more
Java Data Science Cookbook

Explore the power of MLlib, DL4j, Weka, and more

by Rushdi Shams ...

Recipes to help you overcome your data science hurdles using JavaKey Features\[\*\] This book provides modern recipes in small steps to help an apprentice cook become a master chef in data science\[\*\] Use these recipes to obtain, clean, analyze, and learn from your data\[\*\] Learn how to get your data science applications to production and enterprise environments effortlesslyBook DescriptionIf ... Read more

$42.47 CAD or Free with Kobo Plus

Recipes to help you overcome your data science hurdles using JavaKey Features\[\*\] This book provides modern recipes in small steps to help an apprentice cook become a master chef in data science\[\*\] Use these recipes to obtain, clean, analyze, and learn from your data\[\*\] Learn how to get your data science applications to production and enterprise environments effortlesslyBook DescriptionIf
... Read more
Scientific Computing with Python

High-performance scientific computing with NumPy, SciPy, and pandas

by Claus Fuhrer, Jan Erik Solem, Olivier Verdier, Claus Führer ...

Leverage this example-packed, comprehensive guide for all your Python computational needsKey FeaturesLearn the first steps within Python to highly specialized conceptsExplore examples and code snippets taken from typical programming situations within scientific computing.Delve into essential computer science concepts like iterating, object-oriented programming, testing, and MPI presented in strong ... Read more

$33.83 CAD or Free with Kobo Plus

Leverage this example-packed, comprehensive guide for all your Python computational needsKey FeaturesLearn the first steps within Python to highly specialized conceptsExplore examples and code snippets taken from typical programming situations within scientific computing.Delve into essential computer science concepts like iterating, object-oriented programming, testing, and MPI presented in strong
... Read more
Cloud Scale Analytics with Azure Data Services

Build modern data warehouses on Microsoft Azure

by Patrik Borosch ...

A practical guide to implementing a scalable and fast state-of-the-art analytical data estateKey FeaturesStore and analyze data with enterprise-grade security and auditingPerform batch, streaming, and interactive analytics to optimize your big data solutions with easeDevelop and run parallel data processing programs using real-world enterprise scenariosBook DescriptionAzure Data Lake, the modern ... Read more

$46.79 CAD or Free with Kobo Plus

A practical guide to implementing a scalable and fast state-of-the-art analytical data estateKey FeaturesStore and analyze data with enterprise-grade security and auditingPerform batch, streaming, and interactive analytics to optimize your big data solutions with easeDevelop and run parallel data processing programs using real-world enterprise scenariosBook DescriptionAzure Data Lake, the modern
... Read more
Hands-On Simulation Modeling with Python

Develop simulation models for improved efficiency and precision in the decision-making process

by Giuseppe Ciaburro ...

Learn to construct state-of-the-art simulation models with Python and enhance your simulation modelling skills, as well as create and analyze digital prototypes of physical models with easeKey FeaturesUnderstand various statistical and physical simulations to improve systems using PythonLearn to create the numerical prototype of a real model using hands-on examplesEvaluate performance and output ... Read more

$38.15 CAD or Free with Kobo Plus

Learn to construct state-of-the-art simulation models with Python and enhance your simulation modelling skills, as well as create and analyze digital prototypes of physical models with easeKey FeaturesUnderstand various statistical and physical simulations to improve systems using PythonLearn to create the numerical prototype of a real model using hands-on examplesEvaluate performance and output
... Read more

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