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Machine Learning with Spark

Develop intelligent, distributed machine learning systems

by Rajdeep Dua, Manpreet Singh Ghotra, Nick Pentreath, Brian O'Neill, Stephen Boesch ...

Create scalable machine learning applications to power a modern data-driven business using Spark 2.xKey Features\[\*\] Get to the grips with the latest version of Apache Spark\[\*\] Utilize Spark's machine learning library to implement predictive analytics\[\*\] Leverage Spark’s powerful tools to load, analyze, clean, and transform your dataBook DescriptionThis book will teach you about popular ... Read more

$57.01 AUD or Free with Kobo Plus

Create scalable machine learning applications to power a modern data-driven business using Spark 2.xKey Features\[\*\] Get to the grips with the latest version of Apache Spark\[\*\] Utilize Spark's machine learning library to implement predictive analytics\[\*\] Leverage Spark’s powerful tools to load, analyze, clean, and transform your dataBook DescriptionThis book will teach you about popular
... Read more
Mastering Java for Data Science

Analytics and more for production-ready applications

by Alexey Grigorev ...

Use Java to create a diverse range of Data Science applications and bring Data Science into productionKey Features\[\*\] An overview of modern Data Science and Machine Learning libraries available in Java\[\*\] Coverage of a broad set of topics, going from the basics of Machine Learning to Deep Learning and Big Data frameworks.\[\*\] Easy-to-follow illustrations and the running example of building ... Read more

$57.01 AUD or Free with Kobo Plus

Use Java to create a diverse range of Data Science applications and bring Data Science into productionKey Features\[\*\] An overview of modern Data Science and Machine Learning libraries available in Java\[\*\] Coverage of a broad set of topics, going from the basics of Machine Learning to Deep Learning and Big Data frameworks.\[\*\] Easy-to-follow illustrations and the running example of building
... Read more
Learning Pentaho Data Integration 8 CE

An end-to-end guide to exploring, transforming, and integrating your data across multiple sources

by Dan Keeley, Diethard Steiner, María Carina Roldán, Miguel Gaspar, Pablo Castagnaro, Paula Clemente, Paulo Alexandre de Oliveira Rodrigues Pires ...

Get up and running with the Pentaho Data Integration tool using this hands-on, easy-to-read guideKey Features\[\*\]Manipulate your data by exploring, transforming, validating, and integrating it using Pentaho Data Integration 8 CE\[\*\]A comprehensive guide exploring the features of Pentaho Data Integration 8 CE\[\*\]Connect to any database engine, explore the databases, and perform all kind of ... Read more

$57.01 AUD or Free with Kobo Plus

Get up and running with the Pentaho Data Integration tool using this hands-on, easy-to-read guideKey Features\[\*\]Manipulate your data by exploring, transforming, validating, and integrating it using Pentaho Data Integration 8 CE\[\*\]A comprehensive guide exploring the features of Pentaho Data Integration 8 CE\[\*\]Connect to any database engine, explore the databases, and perform all kind of
... Read more
Learning Elastic Stack 7.0

Distributed search, analytics, and visualization using Elasticsearch, Logstash, Beats, and Kibana

by Pranav Shukla, Sharath Kumar ...

A beginner\\'s guide to storing, managing, and analyzing data with the updated features of Elastic 7.0Key FeaturesGain access to new features and updates introduced in Elastic Stack 7.0Grasp the fundamentals of Elastic Stack including Elasticsearch, Logstash, and KibanaExplore useful tips for using Elastic Cloud and deploying Elastic Stack in production environmentsBook DescriptionThe Elastic ... Read more

$40.98 AUD or Free with Kobo Plus

A beginner\\'s guide to storing, managing, and analyzing data with the updated features of Elastic 7.0Key FeaturesGain access to new features and updates introduced in Elastic Stack 7.0Grasp the fundamentals of Elastic Stack including Elasticsearch, Logstash, and KibanaExplore useful tips for using Elastic Cloud and deploying Elastic Stack in production environmentsBook DescriptionThe Elastic
... Read more
Machine Learning with R Quick Start Guide

A beginner's guide to implementing machine learning techniques from scratch using R 3.5

by Iván Pastor Sanz ...

Learn how to use R to apply powerful machine learning methods and gain insight into real-world applications using clustering, logistic regressions, random forests, support vector machine, and more.Key FeaturesUse R 3.5 to implement real-world examples in machine learningImplement key machine learning algorithms to understand the working mechanism of smart modelsCreate end-to-end machine learning ... Read more

$34.74 AUD or Free with Kobo Plus

Learn how to use R to apply powerful machine learning methods and gain insight into real-world applications using clustering, logistic regressions, random forests, support vector machine, and more.Key FeaturesUse R 3.5 to implement real-world examples in machine learningImplement key machine learning algorithms to understand the working mechanism of smart modelsCreate end-to-end machine learning
... Read more
Machine Learning with BigQuery ML

Create, execute, and improve machine learning models in BigQuery using standard SQL queries

by Alessandro Marrandino ...

Manage different business scenarios with the right machine learning technique using Google s highly scalable BigQuery MLKey FeaturesGain a clear understanding of AI and machine learning services on GCP, learn when to use these, and find out how to integrate them with BigQuery MLLeverage SQL syntax to train, evaluate, test, and use ML modelsDiscover how BigQuery works and understand the ... Read more

$50.78 AUD or Free with Kobo Plus

Manage different business scenarios with the right machine learning technique using Google s highly scalable BigQuery MLKey FeaturesGain a clear understanding of AI and machine learning services on GCP, learn when to use these, and find out how to integrate them with BigQuery MLLeverage SQL syntax to train, evaluate, test, and use ML modelsDiscover how BigQuery works and understand the
... Read more
Applied Machine Learning and High-Performance Computing on AWS

Accelerate the development of machine learning applications following architectural best practices

by Mani Khanuja, Farooq Sabir, Shreyas Subramanian, Trenton Potgieter ...

Build, train, and deploy large machine learning models at scale in various domains such as computational fluid dynamics, genomics, autonomous vehicles, and numerical optimization using Amazon SageMakerKey FeaturesUnderstand the need for high-performance computing (HPC)Build, train, and deploy large ML models with billions of parameters using Amazon SageMakerLearn best practices and architectures ... Read more

$48.10 AUD or Free with Kobo Plus

Build, train, and deploy large machine learning models at scale in various domains such as computational fluid dynamics, genomics, autonomous vehicles, and numerical optimization using Amazon SageMakerKey FeaturesUnderstand the need for high-performance computing (HPC)Build, train, and deploy large ML models with billions of parameters using Amazon SageMakerLearn best practices and architectures
... Read more
Mastering Elastic Stack

Dive into data analysis with a pursuit of mastering ELK Stack on real-world scenarios.

by Yuvraj Gupta, Ravi Kumar Gupta ...

Get the most out of the Elastic Stack for various complex analytics using this comprehensive and practical guideKey Features\[\*\] Your one-stop solution to perform advanced analytics with Elasticsearch, Logstash, and Kibana\[\*\] Learn how to make better sense of your data by searching, analyzing, and logging data in a systematic way\[\*\] This highly practical guide takes you through an advanced ... Read more

$63.25 AUD or Free with Kobo Plus

Get the most out of the Elastic Stack for various complex analytics using this comprehensive and practical guideKey Features\[\*\] Your one-stop solution to perform advanced analytics with Elasticsearch, Logstash, and Kibana\[\*\] Learn how to make better sense of your data by searching, analyzing, and logging data in a systematic way\[\*\] This highly practical guide takes you through an advanced
... Read more
Big Data Visualization

Bring scalability and dynamics to your Big Data visualization

by James D. Miller, Dalong Chen ...

Learn effective tools and techniques to separate big data into manageable and logical components for efficient data visualizationKey FeaturesThis unique guide teaches you how to visualize your cluttered, huge amounts of big data with easeIt is rich with ample options and solid use cases for big data visualization, and is a must-have book for your shelfImprove your decision-making by visualizing ... Read more

$50.78 AUD or Free with Kobo Plus

Learn effective tools and techniques to separate big data into manageable and logical components for efficient data visualizationKey FeaturesThis unique guide teaches you how to visualize your cluttered, huge amounts of big data with easeIt is rich with ample options and solid use cases for big data visualization, and is a must-have book for your shelfImprove your decision-making by visualizing
... Read more
scikit-learn Cookbook , Second Edition

Over 80 recipes for machine learning in Python with scikit-learn

by Julian Avila, Trent Hauck ...

Learn to use scikit-learn operations and functions for Machine Learning and deep learning applications.Key FeaturesHandle a variety of machine learning tasks effortlessly by leveraging the power of scikit-learnPerform supervised and unsupervised learning with ease, and evaluate the performance of your modelPractical, easy to understand recipes aimed at helping you choose the right machine learning ... Read more

$45.43 AUD or Free with Kobo Plus

Learn to use scikit-learn operations and functions for Machine Learning and deep learning applications.Key FeaturesHandle a variety of machine learning tasks effortlessly by leveraging the power of scikit-learnPerform supervised and unsupervised learning with ease, and evaluate the performance of your modelPractical, easy to understand recipes aimed at helping you choose the right machine learning
... Read more
R Data Visualization Recipes

A cookbook with 65+ data visualization recipes for smarter decision-making

by Vitor Bianchi Lanzetta ...

Translate your data into info-graphics using popular packages in RKey Features\[\*\]Use R's popular packages—such as ggplot2, ggvis, ggforce, and more—to create custom, interactive visualization solutions.\[\*\]Create, design, and build interactive dashboards using Shiny\[\*\]A highly practical guide to help you get to grips with the basics of data visualization techniques, and how you can ... Read more

$34.74 AUD or Free with Kobo Plus

Translate your data into info-graphics using popular packages in RKey Features\[\*\]Use R's popular packages—such as ggplot2, ggvis, ggforce, and more—to create custom, interactive visualization solutions.\[\*\]Create, design, and build interactive dashboards using Shiny\[\*\]A highly practical guide to help you get to grips with the basics of data visualization techniques, and how you can
... Read more
CentOS System Administration Essentials

by Andrew Mallett ...

If you are a Linux administrator who is looking to gain knowledge that differentiates yourself from the crowd, then this is the book for you. Beginners who have a keen interest to learn more about Linux administration will also progress quickly with this resourceful learning guide. ... Read more

$23.95 AUD or Free with Kobo Plus

If you are a Linux administrator who is looking to gain knowledge that differentiates yourself from the crowd, then this is the book for you. Beginners who have a keen interest to learn more about Linux administration will also progress quickly with this resourceful learning guide.
... Read more
Fast Data Processing Systems with SMACK Stack

Combine the incredible powers of Spark, Mesos, Akka, Cassandra, and Kafka to build data processing platforms that can take on even the hardest of your data troubles!

by Raúl Estrada ...

Combine the incredible powers of Spark, Mesos, Akka, Cassandra, and Kafka to build data processing platforms that can take on even the hardest of your data troubles!Key Features\[\*\]This highly practical guide shows you how to use the best of the big data technologies to solve your response-critical problems\[\*\]Learn the art of making cheap-yet-effective big data architecture without using ... Read more

$57.01 AUD or Free with Kobo Plus

Combine the incredible powers of Spark, Mesos, Akka, Cassandra, and Kafka to build data processing platforms that can take on even the hardest of your data troubles!Key Features\[\*\]This highly practical guide shows you how to use the best of the big data technologies to solve your response-critical problems\[\*\]Learn the art of making cheap-yet-effective big data architecture without using
... Read more
QlikView for Developers Cookbook

by Stephen Redmond ...

The recipes in this Cookbook provide a concise yet practical guide on how to become an excellent QlikView developer. The book begins with intermediate level recipes and then moves on to more complex recipes in an incremental manner.This book is for anyone who has either attended QlikView Developer training or has taught themselves QlikView from books or online sources. You might be working for a ... Read more

$35.23 AUD or Free with Kobo Plus

The recipes in this Cookbook provide a concise yet practical guide on how to become an excellent QlikView developer. The book begins with intermediate level recipes and then moves on to more complex recipes in an incremental manner.This book is for anyone who has either attended QlikView Developer training or has taught themselves QlikView from books or online sources. You might be working for a
... Read more
Instant MapReduce Patterns – Hadoop Essentials How-to

by Srinath Perera ...

Filled with practical, step-by-step instructions and clear explanations for the most important and useful tasks. This is a Packt Instant How-to guide, which provides concise and clear recipes for getting started with Hadoop.This book is for big data enthusiasts and would-be Hadoop programmers. It is also meant for Java programmers who either have not worked with Hadoop at all, or who know Hadoop ... Read more

$27.91 AUD or Free with Kobo Plus

Filled with practical, step-by-step instructions and clear explanations for the most important and useful tasks. This is a Packt Instant How-to guide, which provides concise and clear recipes for getting started with Hadoop.This book is for big data enthusiasts and would-be Hadoop programmers. It is also meant for Java programmers who either have not worked with Hadoop at all, or who know Hadoop
... Read more
Instant Apple Configurator How-to

by Charles Edge ...

Filled with practical, step-by-step instructions and clear explanations for the most important and useful tasks. Get the job done and learn as you go. A how-To book with practical recipes accompanied with rich screenshots for easy comprehension.This book follows the Packt How-to approach, offering an informative yet practical guide that is easy to understand. The book takes a meticulous approach ... Read more

$13.36 AUD or Free with Kobo Plus

Filled with practical, step-by-step instructions and clear explanations for the most important and useful tasks. Get the job done and learn as you go. A how-To book with practical recipes accompanied with rich screenshots for easy comprehension.This book follows the Packt How-to approach, offering an informative yet practical guide that is easy to understand. The book takes a meticulous approach
... Read more
Getting Started with Oracle Event Processing 11g

by Alexandre Alves ...

This getting started book will use practical chapters which follow logical and progressively more complex tasks and examples, which will impart the skills of how to use Oracle Complex Event Processing to the reader. This book is aimed at both those with some knowledge of java and SQL database experience, but it is also written so that if you are completely new to this topic you will understand ... Read more

$39.00 AUD or Free with Kobo Plus

This getting started book will use practical chapters which follow logical and progressively more complex tasks and examples, which will impart the skills of how to use Oracle Complex Event Processing to the reader. This book is aimed at both those with some knowledge of java and SQL database experience, but it is also written so that if you are completely new to this topic you will understand
... Read more
Machine Learning for the Web

Gaining insight and intelligence from the internet with Python

by Andrea Isoni, Steve Essinger ...

Explore the web and make smarter predictions using PythonKey Features\[\*\]Targets two big and prominent markets where sophisticated web apps are of need and importance.\[\*\]Practical examples of building machine learning web application, which are easy to follow and replicate.\[\*\]A comprehensive tutorial on Python libraries and frameworks to get you up and started.Book DescriptionPython is a ... Read more

$57.01 AUD or Free with Kobo Plus

Explore the web and make smarter predictions using PythonKey Features\[\*\]Targets two big and prominent markets where sophisticated web apps are of need and importance.\[\*\]Practical examples of building machine learning web application, which are easy to follow and replicate.\[\*\]A comprehensive tutorial on Python libraries and frameworks to get you up and started.Book DescriptionPython is a
... Read more
OpenStack Sahara Essentials

Integrate, deploy, rapidly configure, and successfully manage your own big data-intensive clusters in the cloud using OpenStack Sahara

by Omar Khedher ...

Integrate, deploy, rapidly configure, and successfully manage your own big data-intensive clusters in the cloud using OpenStack SaharaKey FeaturesA fast paced guide to help you utilize the benefits of Sahara in OpenStack to meet the Big Data world of Hadoop.A step by step approach to simplify the complexity of Hadoop configuration, deployment and maintenance.Book DescriptionThe Sahara project is a ... Read more

$45.43 AUD or Free with Kobo Plus

Integrate, deploy, rapidly configure, and successfully manage your own big data-intensive clusters in the cloud using OpenStack SaharaKey FeaturesA fast paced guide to help you utilize the benefits of Sahara in OpenStack to meet the Big Data world of Hadoop.A step by step approach to simplify the complexity of Hadoop configuration, deployment and maintenance.Book DescriptionThe Sahara project is a
... Read more
Mastering .NET Machine Learning

Use machine learning in your .NET applications

by Jamie Dixon ...

Master the art of machine learning with .NET and gain insight into real-world applicationsKey FeaturesBased on .NET framework 4.6.1, includes examples on ASP.NET Core 1.0Set up your business application to start using machine learning techniquesFamiliarize the user with some of the more common .NET libraries for machine learningImplement several common machine learning techniquesEvaluate, optimize ... Read more

$63.25 AUD or Free with Kobo Plus

Master the art of machine learning with .NET and gain insight into real-world applicationsKey FeaturesBased on .NET framework 4.6.1, includes examples on ASP.NET Core 1.0Set up your business application to start using machine learning techniquesFamiliarize the user with some of the more common .NET libraries for machine learningImplement several common machine learning techniquesEvaluate, optimize
... Read more
Julia for Scientific Computing

Julia in Production: A Data Science Journey

by Alexander Clifton ...

Series series Julia in Production: A Data Science Journey
Transform your data science workflows with Julia's lightning-fast performance. This practical guide helps Python and R developers transition to Julia for large-scale scientific computing, machine learning, and numerical analysis. Features real-world case studies, optimization techniques, and integration with popular data science tools. Includes parallel computing patterns and best practices for ... Read more

$6.99 AUD or Free with Kobo Plus

Transform your data science workflows with Julia's lightning-fast performance. This practical guide helps Python and R developers transition to Julia for large-scale scientific computing, machine learning, and numerical analysis. Features real-world case studies, optimization techniques, and integration with popular data science tools. Includes parallel computing patterns and best practices for
... Read more
Multimodal Learning Using Heterogeneous Data

Edited by Saeid Eslamian, Preethi Nanjundan, Jossy George, Faezeh Eslamian ...

Multimodal Learning Using Heterogeneous Data is a comprehensive guide to the emerging field of multimodal learning, which focuses on integrating diverse data types such as text, images, and audio within a unified framework. The book delves into the challenges and opportunities presented by multimodal data and offers insights into the foundations, techniques, and applications of this ... Read more

$252.54 AUD

Multimodal Learning Using Heterogeneous Data is a comprehensive guide to the emerging field of multimodal learning, which focuses on integrating diverse data types such as text, images, and audio within a unified framework. The book delves into the challenges and opportunities presented by multimodal data and offers insights into the foundations, techniques, and applications of this
... Read more
Python Data Visualization Cookbook (Second Edition)

Visualize data using Python's most popular libraries

by Igor Milovanovic, Dimitry Foures, Giuseppe Vettigli ...

Over 70 recipes to get you started with popular Python libraries based on the principal concepts of data visualization.Key Features\[\*\] Learn how to set up an optimal Python environment for data visualization\[\*\] Understand how to import, clean and organize your data\[\*\] Determine different approaches to data visualization and how to choose the most appropriate for your needsBook ... Read more

$50.78 AUD or Free with Kobo Plus

Over 70 recipes to get you started with popular Python libraries based on the principal concepts of data visualization.Key Features\[\*\] Learn how to set up an optimal Python environment for data visualization\[\*\] Understand how to import, clean and organize your data\[\*\] Determine different approaches to data visualization and how to choose the most appropriate for your needsBook
... Read more
Learning Real-time Analytics with Storm and Cassandra

Solve real-time analytics problems effectively using Storm and Cassandra

by Shilpi Saxena ...

Key FeaturesBook DescriptionIf you want to efficiently use Storm and Cassandra together and excel at developing production-grade, distributed real-time applications, then this book is for you. No prior knowledge of using Storm and Cassandra together is necessary. However, a background in Java is expected.What you will learnIntegrate Storm applications with RabbitMQ for realtime analysis and ... Read more

$50.78 AUD or Free with Kobo Plus

Key FeaturesBook DescriptionIf you want to efficiently use Storm and Cassandra together and excel at developing production-grade, distributed real-time applications, then this book is for you. No prior knowledge of using Storm and Cassandra together is necessary. However, a background in Java is expected.What you will learnIntegrate Storm applications with RabbitMQ for realtime analysis and
... Read more

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