Mastering Redis Database

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Mastering Redis

Author : Jeremy Nelson
Publisher : Packt Publishing Ltd
ISBN 13 : 1783988193
Total Pages : 366 pages
Book Rating : 4.7/5 (839 download)

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Book Synopsis Mastering Redis by : Jeremy Nelson

Download or read book Mastering Redis written by Jeremy Nelson and published by Packt Publishing Ltd. This book was released on 2016-05-31 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt: Take your knowledge of Redis to the next level to build enthralling applications with ease About This Book Detailed explanation on Data structure server with powerful strings, lists, sets, sorted-sets, and hashes Learn to Scale your data with Redis Cluster's distributed setup This is a fast paced practical guide full of screenshots and real work examples to help you get to grips with Redis in no time. Who This Book Is For If you are a software developer with some experience with Redis and would now like to elevate your Redis knowledge and skills even further, then this book is for you. What You Will Learn Choose the right Redis data structure for your problem Understand Redis event-loop and implement your own custom C commands Solve complex workflows with Redis server-side scripting with Lua Configure your Redis instance for optimal memory management Scale your data in a distributed manner with Redis Cluster Improve the stability of your Redis solution using Redis Sentinel Complement your existing database and NoSQL environment with Redis Exploit a wide range of features provided by Redis to become a DevOps expert. In Detail Redis is the most popular, open-source, key value data structure server that provides a wide range of capabilities on which multiple platforms can be be built. Its fast and flexible data structures give your existing applications an edge in the development environment. This book is a practical guide which aims to help you deep dive into the world of Redis data structure to exploit its excellent features. We start our journey by understanding the need of Redis in brief, followed by an explanation of Advanced key management. Next, you will learn about design patterns, best practices for using Redis in DevOps environment and Docker containerization paradigm in detail. After this, you will understand the concept of scaling with Redis cluster and Redis Sentinel , followed by a through explanation of incorporating Redis with NoSQL technologies such as Elasticsearch and MongoDB. At the end of this section, you will be able to develop competent applications using these technologies. You will then explore the message queuing and task management features of Redis and will be able to implement them in your applications. Finally, you will learn how Redis can be used to build real-time data analytic dashboards, for different disparate data streams. Style and approach This is a hands on guide full of easy-to-follow examples, that illustrate important concepts and techniques to solve complex problems with Redis.

Mastering Redis database

Author : Cybellium Ltd
Publisher : Cybellium Ltd
ISBN 13 :
Total Pages : 156 pages
Book Rating : 4.8/5 (671 download)

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Book Synopsis Mastering Redis database by : Cybellium Ltd

Download or read book Mastering Redis database written by Cybellium Ltd and published by Cybellium Ltd. This book was released on with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unleash the Full Potential of High-Performance Data Storage with "Mastering Redis Database" In the rapidly evolving landscape of data management, the ability to handle and process data with speed and efficiency has become paramount. "Mastering Redis Database" is your definitive guide to mastering one of the most powerful and versatile NoSQL databases – Redis. Whether you're a seasoned data professional or a newcomer to the world of data caching and in-memory databases, this book equips you with the knowledge and skills needed to harness the true capabilities of Redis. About the Book: "Mastering Redis Database" takes you on an enlightening journey through the intricacies of Redis, from its foundational concepts to advanced techniques. From simple caching to complex data structures, this book covers it all. Each chapter is carefully crafted to provide both a deep understanding of the concepts and practical applications in real-world scenarios. Key Features: · Redis Foundations: Build a strong understanding of Redis's architecture, data types, and its role as an in-memory data store. · Data Structures: Learn how to leverage Redis's versatile data structures, including strings, lists, sets, sorted sets, and hashes, for efficient data storage and retrieval. · Advanced Techniques: Master advanced topics such as pub/sub messaging, Lua scripting, transactions, and data partitioning, allowing you to tackle complex scenarios with confidence. · Caching Strategies: Dive into Redis's caching capabilities, including cache eviction policies, TTL, and cache patterns, to enhance your application's performance. · High Availability and Replication: Explore Redis's mechanisms for ensuring high availability and data replication, providing fault tolerance and data durability. · Scaling Redis: Discover strategies for scaling Redis horizontally and vertically, enabling your applications to handle increasing data loads. · Integration and Ecosystem: Explore how Redis seamlessly integrates with other tools and frameworks, enabling you to build robust data pipelines and applications. · Real-World Use Cases: Gain insights from real-world examples spanning industries, from e-commerce and gaming to social media and real-time analytics. · Administration and Monitoring: Learn best practices for managing Redis instances, monitoring performance, and ensuring data security. Who This Book Is For: "Mastering Redis Database" is designed for developers, database administrators, and anyone seeking to leverage the power of in-memory databases. Whether you're new to Redis or aiming to deepen your expertise, this book provides the insights and tools to navigate the intricacies of Redis. Why You Should Read This Book: In a data-driven era where speed and performance are paramount, Redis stands as a leader in in-memory data storage. "Mastering Redis Database" empowers you to fully unlock its potential, enabling you to build applications that deliver lightning-fast responses, real-time analytics, and seamless user experiences. © 2023 Cybellium Ltd. All rights reserved. www.cybellium.com

Mastering Redis

Author : Brett Neutreon
Publisher : Independently Published
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.3/5 (21 download)

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Book Synopsis Mastering Redis by : Brett Neutreon

Download or read book Mastering Redis written by Brett Neutreon and published by Independently Published. This book was released on 2024-03-19 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Rediscover the power of Redis and take your application's performance to new heights with "Mastering Redis: A Comprehensive Guide." This meticulously crafted book serves as a definitive guide to mastering Redis, the versatile in-memory database renowned for its speed and flexibility. Whether you're a novice eager to explore Redis for the first time or a seasoned developer aiming to deepen your expertise, this book offers a structured journey through Redis's rich feature set. "Mastering Redis" begins with a solid introduction to Redis, its principles, and its architecture. From there, it delves into the heart of Redis, exploring data types, advanced data structures, keys, memory management, and much more. You'll discover the intricacies of transactions, pipelines, the Pub/Sub model, and how to secure and administer your Redis instances effectively. Furthermore, this guide covers persistence strategies, backup techniques, clustering, high availability, and provides actionable insights into performance tuning and optimization. With its blend of foundational knowledge and advanced topics, "Mastering Redis" prepares you to design, optimize, and manage Redis deployments that can scale dynamically and maintain high performance under demanding workloads. Expect to find practical examples, real-world case studies, and best practices that will guide you in harnessing the full potential of Redis in your applications. Embark on this comprehensive journey with "Mastering Redis: A Comprehensive Guide" and unlock the full potential of Redis to create fast, scalable, and highly available applications that stand the test of time.

Redis in Action

Author : Josiah Carlson
Publisher : Simon and Schuster
ISBN 13 : 163835023X
Total Pages : 448 pages
Book Rating : 4.6/5 (383 download)

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Book Synopsis Redis in Action by : Josiah Carlson

Download or read book Redis in Action written by Josiah Carlson and published by Simon and Schuster. This book was released on 2013-06-17 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: Summary Redis in Action introduces Redis and walks you through examples that demonstrate how to use it effectively. You'll begin by getting Redis set up properly and then exploring the key-value model. Then, you'll dive into real use cases including simple caching, distributed ad targeting, and more. You'll learn how to scale Redis from small jobs to massive datasets. Experienced developers will appreciate chapters on clustering and internal scripting to make Redis easier to use. About the Technology When you need near-real-time access to a fast-moving data stream, key-value stores like Redis are the way to go. Redis expands on the key-value pattern by accepting a wide variety of data types, including hashes, strings, lists, and other structures. It provides lightning-fast operations on in-memory datasets, and also makes it easy to persist to disk on the fly. Plus, it's free and open source. About this book Redis in Action introduces Redis and the key-value model. You'll quickly dive into real use cases including simple caching, distributed ad targeting, and more. You'll learn how to scale Redis from small jobs to massive datasets and discover how to integrate with traditional RDBMS or other NoSQL stores. Experienced developers will appreciate the in-depth chapters on clustering and internal scripting. Written for developers familiar with database concepts. No prior exposure to NoSQL database concepts nor to Redis itself is required. Appropriate for systems administrators comfortable with programming. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. What's Inside Redis from the ground up Preprocessing real-time data Managing in-memory datasets Pub/sub and configuration Persisting to disk About the Author Dr. Josiah L. Carlson is a seasoned database professional and an active contributor to the Redis community. Table of Contents PART 1 GETTING STARTED Getting to know Redis Anatomy of a Redis web application PART 2 CORE CONCEPTS Commands in Redis Keeping data safe and ensuring performance Using Redis for application support Application components in Redis Search-based applications Building a simple social network PART 3 NEXT STEPS Reducing memory use Scaling Redis Scripting Redis with Lua

Learning Redis

Author : Vinoo Das
Publisher : Packt Publishing Ltd
ISBN 13 : 1783980133
Total Pages : 318 pages
Book Rating : 4.7/5 (839 download)

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Book Synopsis Learning Redis by : Vinoo Das

Download or read book Learning Redis written by Vinoo Das and published by Packt Publishing Ltd. This book was released on 2015-06-26 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book will introduce Redis and help you understand its various facets. Starting with an introduction to NoSQL, you will learn how to install Redis and how to classify and work with data structures. By working with real world scenarios pertaining to using Redis, you will discover sharding and indexing techniques, along with how to improve scalability and performance through persistent strategies and data migration techniques. With the help of multiple examples, you will learn to design web and business applications. You will also learn how to configure Redis for setting up clusters and tuning it for performance. At the end of this book, you will find essential tips on backup and recovery strategies for the Redis environment.

Redis¨ Deep Dive

Author : Suyog Dilip Kale
Publisher : BPB Publications
ISBN 13 : 8194837766
Total Pages : 239 pages
Book Rating : 4.1/5 (948 download)

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Book Synopsis Redis¨ Deep Dive by : Suyog Dilip Kale

Download or read book Redis¨ Deep Dive written by Suyog Dilip Kale and published by BPB Publications. This book was released on 2021-02-18 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: Complete reference guide to Redis Ê KEY FEATURESÊÊ _ Complete coverage of Redis Modules. _ Best practices, tips and tricks, and expert techniques to scale Redis. _ Troubleshooting solutions to perform real-time faster data processing for client applications. Ê DESCRIPTIONÊÊ This book begins with teaching you to set up your own Redis environment, followed by Redis data structures, their architecture, and use cases. You get to learn the details about Redis Modules such as RediSearch, RedisJSON, RedisTimeSeries, RedisAI, and RedisGraph with specific business use-case examples. This book makes you a Redis Expert by getting you hands-on with best practices on Redis and some tricks to scale Redis activities. WHAT YOU WILL LEARN _ RedisÕs advantages over the other NOSQL databases. _ Explore Redis Enterprise and its real gameplay in enterprise applications. _ Learn Redis data structures through practically demonstrated use cases. _ Learn from Industry expert to setup the Redis in production environment. _ Understand how Redis enterprise enhances Redis OSS. Ê WHO THIS BOOK IS FORÊÊ This book is ideal for anyone who is interested in understanding the basic concepts of the Redis database. The book will help the IT professionals, Software developers, Technical leads, Architects. Readers should have a working knowledge of database designing, basic programming skills, and an understanding of the latest trends in cloud computing. Ê TABLE OF CONTENTS 1. Introduction to NoSQL World 2. NoSQL database types 3. Are NoSQL databases better than traditional databases? 4. History of Redis 5. Getting started with Redis 6. Setting up Redis 7. Redis Data Structures in details 8. Scaling Redis 9. Modules 10. Redis use cases 11. Redis as database service - enterprise solutions 12. What is new in Redis 6? 13. Appendix A (i) Using Redis-cli (ii) RedisInsight tool (iii) Community helps

Redis 4.x Cookbook

Author : Pengcheng Huang
Publisher : Packt Publishing Ltd
ISBN 13 : 1783988177
Total Pages : 374 pages
Book Rating : 4.7/5 (839 download)

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Book Synopsis Redis 4.x Cookbook by : Pengcheng Huang

Download or read book Redis 4.x Cookbook written by Pengcheng Huang and published by Packt Publishing Ltd. This book was released on 2018-02-28 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: Leverage the power of Redis 4.x to develop, optimize and administer your Redis solutions with ease Key Features Build, deploy and administer high performance and scalable applications in Redis Covers a range of important tasks - including development and administration of Redis A practical guide that takes your understanding of Redis to the next level Book Description Redis is considered the world's most popular key-value store database. Its versatility and the wide variety of use cases it enables have made it a popular choice of database for many enterprises. Based on the latest version of Redis, this book provides both step-by-step recipes and relevant the background information required to utilize its features to the fullest. It covers everything from a basic understanding of Redis data types to advanced aspects of Redis high availability, clustering, administration, and troubleshooting. This book will be your great companion to master all aspects of Redis. The book starts off by installing and configuring Redis for you to get started with ease. Moving on, all the data types and features of Redis are introduced in detail. Next, you will learn how to develop applications with Redis in Java, Python, and the Spring Boot web framework. You will also learn replication tasks, which will help you to troubleshoot replication issues. Furthermore, you will learn the steps that need to be undertaken to ensure high availability on your cluster and during production deployment. Toward the end of the book, you will learn the topmost tasks that will help you to troubleshoot your ecosystem efficiently, along with extending Redis by using different modules. What you will learn Install and configure your Redis instance Explore various data types and commands in Redis Build client-side applications as well as a Big Data framework with Redis Manage data replication and persistence in Redis Implement high availability and data sharding in Redis Extend Redis with Redis Module Benchmark, debug, fine-tune and troubleshoot various issues in Redis Who this book is for This book is for database administrators, developers and architects who want to tackle the common and not so common problems associated with the different development and administration-related tasks in Redis. A fundamental understanding of Redis is expected to get the best out of this book.

How To Manage a Redis Database eBook

Author : Mark Drake
Publisher : DigitalOcean
ISBN 13 : 0999773070
Total Pages : 89 pages
Book Rating : 4.9/5 (997 download)

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Book Synopsis How To Manage a Redis Database eBook by : Mark Drake

Download or read book How To Manage a Redis Database eBook written by Mark Drake and published by DigitalOcean. This book was released on 2020-07-17 with total page 89 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Redis Stack for Application Modernization

Author : Luigi Fugaro
Publisher : Packt Publishing Ltd
ISBN 13 : 1837637598
Total Pages : 336 pages
Book Rating : 4.8/5 (376 download)

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Book Synopsis Redis Stack for Application Modernization by : Luigi Fugaro

Download or read book Redis Stack for Application Modernization written by Luigi Fugaro and published by Packt Publishing Ltd. This book was released on 2023-12-29 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover the multi-model capabilities of Redis Stack as a document store and vector database, with support for time series, stream processing, probabilistic data structures, and more Key Features Model, index, and search data using JSON and vector data types Modernize your applications with vector similarity search, documents hybrid search, and more Configure a scalable, highly available, and secure server using RedisInsight Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionIn modern applications, efficiency in both operational and analytical aspects is paramount, demanding predictable performance across varied workloads. This book introduces you to Redis Stack, an extension of Redis and guides you through its broad data modeling capabilities. With practical examples of real-time queries and searches, you’ll explore Redis Stack’s new approach to providing a rich data modeling experience all within the same database server. You’ll learn how to model and search your data in the JSON and hash data types and work with features such as vector similarity search, which adds semantic search capabilities to your applications to search for similar texts, images, or audio files. The book also shows you how to use the probabilistic Bloom filters to efficiently resolve recurrent big data problems. As you uncover the strengths of Redis Stack as a data platform, you’ll explore use cases for managing database events and leveraging introduce stream processing features. Finally, you’ll see how Redis Stack seamlessly integrates into microservices architectures, completing the picture. By the end of this book, you’ll be equipped with best practices for administering and managing the server, ensuring scalability, high availability, data integrity, stored functions, and more.What you will learn Get started with data modeling using JSON and hash documents, vectors, and time series Implement microservices patterns and resolve typical use cases Use probabilistic data structures to analyze datasets and streams Integrate Redis Stack into your Java, Python, C#, Golang, and Node.js projects Develop powerful data flows using triggers and stream processing features Manage your database server for scalability, high availability, and security Visualize and manage your data with RedisInsight Who this book is for This book is for database administrators, database developers, software developers, and software architects who want to discover the powerful real-time, multi-model capabilities of the Redis Stack database. A basic understanding of Redis and databases in general, coupled with software development skills in at least one of Java, Python, C#, Golang, or JavaScript languages will help you understand the concepts covered in this book.

Rediscovering Redis

Author : Kameron Hussain
Publisher : Sonar Publishing
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.2/5 (24 download)

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Book Synopsis Rediscovering Redis by : Kameron Hussain

Download or read book Rediscovering Redis written by Kameron Hussain and published by Sonar Publishing. This book was released on 2024-03-08 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Rediscovering Redis: Mastering Data Management" is an essential guide for developers, data engineers, and IT professionals looking to deepen their understanding of Redis, the high-performance in-memory database platform. This comprehensive resource delves into the core principles of Redis, from basic data structures to advanced features like clustering and persistence, offering readers a thorough grounding in Redis's capabilities and applications. The book begins with an introduction to Redis, including its evolution, architecture, and primary use cases, making it accessible to newcomers while providing a solid foundation for more experienced professionals. Subsequent chapters cover a wide range of topics, including configuring Redis for optimal performance, mastering data types, implementing Redis in various programming environments, and leveraging Redis for scalable, high-speed data management solutions. Through practical examples, real-world scenarios, and expert insights, "Rediscovering Redis" equips readers with the skills to design and maintain robust data management solutions. Whether you're developing high-traffic applications, managing large-scale data processing tasks, or seeking to enhance the performance and scalability of your systems, this book offers valuable strategies and best practices for leveraging Redis to its full potential. With its clear explanations, hands-on tutorials, and focus on modern data management challenges, "Rediscovering Redis: Mastering Data Management" is an invaluable resource for anyone looking to master Redis and elevate their data management strategies in the fast-paced world of technology.

Redis Cookbook

Author : Tiago Macedo
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1449315968
Total Pages : 71 pages
Book Rating : 4.4/5 (493 download)

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Book Synopsis Redis Cookbook by : Tiago Macedo

Download or read book Redis Cookbook written by Tiago Macedo and published by "O'Reilly Media, Inc.". This book was released on 2011-07-25 with total page 71 pages. Available in PDF, EPUB and Kindle. Book excerpt: Two years since its initial release, Redis already has an impressive list of adopters, including Engine Yard, GitHub, Craigslist, and Digg. This open source data structure server is built for speed and flexibility, making it ideal for many applications. If you're using Redis, or considering it, this concise cookbook provides recipes for a variety of issues you're likely to face. Each recipe solves a specific problem, and provides an in-depth discussion of how the solution works. You’ll discover that Redis, while simple in nature, offers extensive functionality for manipulating and storing data. Learn when it makes sense to use Redis Explore several methods for installing Redis Connect to Redis in a number of ways, ranging from the command line to popular languages such as Python and Ruby Solve a range of needs, from linked datasets to analytics Handle backups, sharding, datasets larger than available memory, and many other tasks

Redis Essentials

Author : Maxwell Dayvson Da Silva
Publisher : Packt Publishing Ltd
ISBN 13 : 1784396087
Total Pages : 230 pages
Book Rating : 4.7/5 (843 download)

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Book Synopsis Redis Essentials by : Maxwell Dayvson Da Silva

Download or read book Redis Essentials written by Maxwell Dayvson Da Silva and published by Packt Publishing Ltd. This book was released on 2015-09-08 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: Harness the power of Redis to integrate and manage your projects efficiently About This Book Learn how to use Redis's data types efficiently to manage large data sets Scale Redis to multiple servers with Twemproxy, Redis Sentinel, and Redis Cluster A fast-paced guide, full of real-world examples to help you get the best out of the features offered by Redis Who This Book Is For If you are a competent developer with experience of working with data structure servers and want to boost your project's performance by learning about features of Redis, then this book is for you. What You Will Learn Build analytics applications using Bitmaps and Hyperloglogs Enhance scalability with Twemproxy, Redis Sentinel, and Redis Cluster Build a Time Series implementation in Node.js and Redis Create your own Redis commands by extending Redis with Lua Get to know security techniques to protect your data (SSL encryption, firewall rules, basic authorization) Persist data to disk and learn the trade-offs of AOF and RDB Understand how to use Node.js, PHP, Python, and Ruby clients for Redis Avoid common pitfalls when designing your next solution In Detail Redis is the most popular in-memory key-value data store. It's very lightweight and its data types give it an edge over the other competitors. If you need an in-memory database or a high-performance cache system that is simple to use and highly scalable, Redis is what you need. Redis Essentials is a fast-paced guide that teaches the fundamentals on data types, explains how to manage data through commands, and shares experiences from big players in the industry. We start off by explaining the basics of Redis followed by the various data types such as Strings, hashes, lists, and more. Next, Common pitfalls for various scenarios are described, followed by solutions to ensure you do not fall into common traps. After this, major differences between client implementations in PHP, Python, and Ruby are presented. Next, you will learn how to extend Redis with Lua, get to know security techniques such as basic authorization, firewall rules, and SSL encryption, and discover how to use Twemproxy, Redis Sentinel, and Redis Cluster to scale infrastructures horizontally. At the end of this book, you will be able to utilize all the essential features of Redis to optimize your project's performance. Style and approach A practical guide that offers the foundation upon which you can begin to understand the capabilities of Redis using a step-by-step approach. This book is full of real-world problems and in-depth knowledge of the concepts and features of Redis, with plenty of examples.

Seven NoSQL Databases in a Week

Author : Xun (Brian) Wu
Publisher : Packt Publishing Ltd
ISBN 13 : 1787127141
Total Pages : 303 pages
Book Rating : 4.7/5 (871 download)

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Book Synopsis Seven NoSQL Databases in a Week by : Xun (Brian) Wu

Download or read book Seven NoSQL Databases in a Week written by Xun (Brian) Wu and published by Packt Publishing Ltd. This book was released on 2018-03-29 with total page 303 pages. Available in PDF, EPUB and Kindle. Book excerpt: A beginner's guide to get you up and running with Cassandra, DynamoDB, HBase, InfluxDB, MongoDB, Neo4j, and Redis Key Features Covers the basics of 7 NoSQL databases and how they are used in the enterprises Quick introduction to MongoDB, DynamoDB, Redis, Cassandra, Neo4j, InfluxDB, and HBase Includes effective techniques for database querying and management Book Description This is the golden age of open source NoSQL databases. With enterprises having to work with large amounts of unstructured data and moving away from expensive monolithic architecture, the adoption of NoSQL databases is rapidly increasing. Being familiar with the popular NoSQL databases and knowing how to use them is a must for budding DBAs and developers. This book introduces you to the different types of NoSQL databases and gets you started with seven of the most popular NoSQL databases used by enterprises today. We start off with a brief overview of what NoSQL databases are, followed by an explanation of why and when to use them. The book then covers the seven most popular databases in each of these categories: MongoDB, Amazon DynamoDB, Redis, HBase, Cassandra, InfluxDB, and Neo4j. The book doesn't go into too much detail about each database but teaches you enough to get started with them. By the end of this book, you will have a thorough understanding of the different NoSQL databases and their functionalities, empowering you to select and use the right database according to your needs. What you will learn Understand how MongoDB provides high-performance, high-availability, and automatic scaling Interact with your Neo4j instances via database queries, Python scripts, and Java application code Get familiar with common querying and programming methods to interact with Redis Study the different types of problems Cassandra can solve Work with HBase components to support common operations such as creating tables and reading/writing data Discover data models and work with CRUD operations using DynamoDB Discover what makes InfluxDB a great choice for working with time-series data Who this book is for If you are a budding DBA or a developer who wants to get started with the fundamentals of NoSQL databases, this book is for you. Relational DBAs who want to get insights into the various offerings of popular NoSQL databases will also find this book to be very useful.

R for Programmers

Author : Dan Zhang
Publisher : CRC Press
ISBN 13 : 1498736823
Total Pages : 374 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis R for Programmers by : Dan Zhang

Download or read book R for Programmers written by Dan Zhang and published by CRC Press. This book was released on 2016-01-06 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlike other books about R, written from the perspective of statistics, R for Programmers: Mastering the Tools is written from the perspective of programmers, providing a channel for programmers with expertise in other programming languages to quickly understand R. The contents are divided into four sections: The first section consists of the basic

Mastering Data Analysis with R

Author : Gergely Daroczi
Publisher : Packt Publishing Ltd
ISBN 13 : 1783982039
Total Pages : 397 pages
Book Rating : 4.7/5 (839 download)

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Book Synopsis Mastering Data Analysis with R by : Gergely Daroczi

Download or read book Mastering Data Analysis with R written by Gergely Daroczi and published by Packt Publishing Ltd. This book was released on 2015-09-30 with total page 397 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gain sharp insights into your data and solve real-world data science problems with R—from data munging to modeling and visualization About This Book Handle your data with precision and care for optimal business intelligence Restructure and transform your data to inform decision-making Packed with practical advice and tips to help you get to grips with data mining Who This Book Is For If you are a data scientist or R developer who wants to explore and optimize your use of R's advanced features and tools, this is the book for you. A basic knowledge of R is required, along with an understanding of database logic. What You Will Learn Connect to and load data from R's range of powerful databases Successfully fetch and parse structured and unstructured data Transform and restructure your data with efficient R packages Define and build complex statistical models with glm Develop and train machine learning algorithms Visualize social networks and graph data Deploy supervised and unsupervised classification algorithms Discover how to visualize spatial data with R In Detail R is an essential language for sharp and successful data analysis. Its numerous features and ease of use make it a powerful way of mining, managing, and interpreting large sets of data. In a world where understanding big data has become key, by mastering R you will be able to deal with your data effectively and efficiently. This book will give you the guidance you need to build and develop your knowledge and expertise. Bridging the gap between theory and practice, this book will help you to understand and use data for a competitive advantage. Beginning with taking you through essential data mining and management tasks such as munging, fetching, cleaning, and restructuring, the book then explores different model designs and the core components of effective analysis. You will then discover how to optimize your use of machine learning algorithms for classification and recommendation systems beside the traditional and more recent statistical methods. Style and approach Covering the essential tasks and skills within data science, Mastering Data Analysis provides you with solutions to the challenges of data science. Each section gives you a theoretical overview before demonstrating how to put the theory to work with real-world use cases and hands-on examples.

Mastering Apache Storm

Author : Ankit Jain
Publisher : Packt Publishing Ltd
ISBN 13 : 1787120406
Total Pages : 276 pages
Book Rating : 4.7/5 (871 download)

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Book Synopsis Mastering Apache Storm by : Ankit Jain

Download or read book Mastering Apache Storm written by Ankit Jain and published by Packt Publishing Ltd. This book was released on 2017-08-16 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: Master the intricacies of Apache Storm and develop real-time stream processing applications with ease About This Book Exploit the various real-time processing functionalities offered by Apache Storm such as parallelism, data partitioning, and more Integrate Storm with other Big Data technologies like Hadoop, HBase, and Apache Kafka An easy-to-understand guide to effortlessly create distributed applications with Storm Who This Book Is For If you are a Java developer who wants to enter into the world of real-time stream processing applications using Apache Storm, then this book is for you. No previous experience in Storm is required as this book starts from the basics. After finishing this book, you will be able to develop not-so-complex Storm applications. What You Will Learn Understand the core concepts of Apache Storm and real-time processing Follow the steps to deploy multiple nodes of Storm Cluster Create Trident topologies to support various message-processing semantics Make your cluster sharing effective using Storm scheduling Integrate Apache Storm with other Big Data technologies such as Hadoop, HBase, Kafka, and more Monitor the health of your Storm cluster In Detail Apache Storm is a real-time Big Data processing framework that processes large amounts of data reliably, guaranteeing that every message will be processed. Storm allows you to scale your data as it grows, making it an excellent platform to solve your big data problems. This extensive guide will help you understand right from the basics to the advanced topics of Storm. The book begins with a detailed introduction to real-time processing and where Storm fits in to solve these problems. You'll get an understanding of deploying Storm on clusters by writing a basic Storm Hello World example. Next we'll introduce you to Trident and you'll get a clear understanding of how you can develop and deploy a trident topology. We cover topics such as monitoring, Storm Parallelism, scheduler and log processing, in a very easy to understand manner. You will also learn how to integrate Storm with other well-known Big Data technologies such as HBase, Redis, Kafka, and Hadoop to realize the full potential of Storm. With real-world examples and clear explanations, this book will ensure you will have a thorough mastery of Apache Storm. You will be able to use this knowledge to develop efficient, distributed real-time applications to cater to your business needs. Style and approach This easy-to-follow guide is full of examples and real-world applications to help you get an in-depth understanding of Apache Storm. This book covers the basics thoroughly and also delves into the intermediate and slightly advanced concepts of application development with Apache Storm.

Data Just Right

Author : Michael Manoochehri
Publisher : Pearson Education
ISBN 13 : 0321898656
Total Pages : 249 pages
Book Rating : 4.3/5 (218 download)

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Book Synopsis Data Just Right by : Michael Manoochehri

Download or read book Data Just Right written by Michael Manoochehri and published by Pearson Education. This book was released on 2014 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: Making Big Data Work: Real-World Use Cases and Examples, Practical Code, Detailed Solutions Large-scale data analysis is now vitally important to virtually every business. Mobile and social technologies are generating massive datasets; distributed cloud computing offers the resources to store and analyze them; and professionals have radically new technologies at their command, including NoSQL databases. Until now, however, most books on "Big Data" have been little more than business polemics or product catalogs. Data Just Right is different: It's a completely practical and indispensable guide for every Big Data decision-maker, implementer, and strategist. Michael Manoochehri, a former Google engineer and data hacker, writes for professionals who need practical solutions that can be implemented with limited resources and time. Drawing on his extensive experience, he helps you focus on building applications, rather than infrastructure, because that's where you can derive the most value. Manoochehri shows how to address each of today's key Big Data use cases in a cost-effective way by combining technologies in hybrid solutions. You'll find expert approaches to managing massive datasets, visualizing data, building data pipelines and dashboards, choosing tools for statistical analysis, and more. Throughout, the author demonstrates techniques using many of today's leading data analysis tools, including Hadoop, Hive, Shark, R, Apache Pig, Mahout, and Google BigQuery. Coverage includes Mastering the four guiding principles of Big Data success--and avoiding common pitfalls Emphasizing collaboration and avoiding problems with siloed data Hosting and sharing multi-terabyte datasets efficiently and economically "Building for infinity" to support rapid growth Developing a NoSQL Web app with Redis to collect crowd-sourced data Running distributed queries over massive datasets with Hadoop, Hive, and Shark Building a data dashboard with Google BigQuery Exploring large datasets with advanced visualization Implementing efficient pipelines for transforming immense amounts of data Automating complex processing with Apache Pig and the Cascading Java library Applying machine learning to classify, recommend, and predict incoming information Using R to perform statistical analysis on massive datasets Building highly efficient analytics workflows with Python and Pandas Establishing sensible purchasing strategies: when to build, buy, or outsource Previewing emerging trends and convergences in scalable data technologies and the evolving role of the Data Scientist