К содержимому
learnspaceYOUR NEXT CHAPTER
ПРОСТРАНСТВО ОБУЧЕНИЯ
ГлавнаяКаталог курсовМоё обучениеCoursera

Знания без границ

Учитесь у лучших университетов и компаний мира.

Открыть Coursera
Интеграция
Пространство университета
Моё пространствоСтраница курса
↵
ЯЛичный кабинетСтудент
© 2026 LearnSpaceКаждый день — возможность узнать больше.Помощь
Real-Time Big Data Access using HBase: Boosting Performance · LearnSpace
Назад в каталог
courseraIT и технологии

Real-Time Big Data Access using HBase: Boosting Performance

Курс от LearnQuest
Начальный≈ 20.3 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

In the world of big data, the significant growth in both the sheer volume and variety of data has presented significant challenges. Apache HBase has emerged as a robust and scalable solution. HBase is a powerful, distributed, and scalable NoSQL database designed to handle large amounts of data while maintaining high performance. In this introductory course, you will explore the fundamental concepts of HBase and its significance in handling real-time data processing and analysis. Topics covered in this course include: -Fundamentals of HBase -Schema Design in HBase -HBase Cluster Setup, Monitoring, and Backup -HBase Querying and Retrieval Basics -Advanced HBase Querying Techniques -Batch Operations and Data Manipulation -Data Modeling for Real-Time Applications -Deployment Strategies for Real-Time Applications -Scalability and Availability in Real-Time Applications This course includes video lectures, video demonstrations, as well as hands-on application in a lab environment. By the end of this course, you will be able to design efficient HBase schemas, set up and optimize HBase clusters, perform data operations, and evaluate the proper application of HBase in real-time scenarios while considering scalability and effective deployment strategies.

Навыки, которые вы освоите

Performance TuningNoSQLReal Time DataScalabilityApache HadoopData ManipulationData ModelingApplication DeploymentData InfrastructureDistributed ComputingData Storage TechnologiesDatabase DesignQuery LanguagesDatabase Architecture and AdministrationOperational DatabasesBig DataData Access

Программа курса

3 модулей · 74 учебных материалов

01Introduction to HBase 28 материалов

Welcome and Introduction

Welcome to the CourseВидеоCourse SyllabusЧтениеThe Real-Time Frontier: The First HurdleЧтение

Lesson 1: HBase Overview

Lecture 1: Harnessing the Power of NoSQL Databases Видео

Учитесь у экспертов

LearnQuest Network

Преподаватель курса

Real-Time Big Data Access using HBase: Boosting Performance
В каталоге вашей программы

Инвестируйте в себя

Новые знания — в удобное для вас время.

Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 20.3 ч

3 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Испанский, Японский

Часть программы вашего университета
Activity: NoSQL Database TypesPLUGIN
Lecture 2: Exploring the Dynamic Duo of HDFS and HBase Видео
Lecture 3: Comparing HBase with Other Database Technologies in the Big Data Landscape Видео
Comparing HBase to MongoDB and Apache Cassandra in Big DataОбсуждение
Lecture 4: Exploring HBase Architecture and Components Видео
HBase Architecture and Key ComponentsЧтение
HBase OverviewЗадание

Lesson 2: HBase Schema Design

Lecture 5: Exploring the Power of Effective Data Modeling and Schema Design in HBase ВидеоInstructor Demo: Using HBase Data Modeling in HBase Schema DesignВидеоLab Walkthrough: HBase Schema Design for a Given Use CaseВидеоDesign and Implement an HBase SchemaЛабораторнаяHBase Schema DesignЗадание

Lesson 3: HBase Cluster Setup, Monitoring, and Backup

Instructor Demo: Setting up an HBase ClusterВидеоLab Walkthrough: Set Up and Configure an HBase ClusterВидеоSet Up and Configure an HBase ClusterЛабораторнаяLecture 6: Best Practices for Monitoring and Backing up an HBase ClusterВидеоActivity: Best Practices for Backup and RecoveryPLUGINMonitoring and Ensuring Optimal Performance in HBaseЧтениеHBase Cluster Setup, Monitoring, and BackupЗадание

Wrap Up: Introduction to HBase

Foundations of ScaleЧтениеChoosing the Right Database Solution for a Real-Time Analytics PlatformОбсуждениеPoints to Remember: Introduction to HBaseЧтениеExam Prep: Introduction to HBase ЗаданиеExam 1Задание
02HBase Querying and Data Access 25 материалов

Lesson 1: HBase Querying and Retrieval Basics

Lecture 7: Importing Data from Your Database to HBase using Sqoop ВидеоInstructor Demo: Import Data from your Database to HBase using SqoopВидеоLecture 8: Exploring HBase Querying TechniquesВидеоStreamlining Data Transfer and Implementing Efficient FilteringЧтениеInstructor Demo: Using Scans, Filters, and Get RequestsВидеоLab Walkthrough: Construct HBase Queries Using Scans, Filters, and Get RequestsВидеоConstruct HBase QueriesЛабораторнаяHBase Querying and Retrieval BasicsЗадание

Lesson 2: Advanced HBase Querying and Performance Considerations

Lecture 9: Advanced HBase Querying using Java Application ВидеоEnhancing Table Scans and Reading OperationsЧтениеActivity: Optimize ScansPLUGINInstructor Demo: Utilizing Cache and Scan Optimization TechniquesВидеоLab Walkthrough: Optimize HBase Performance Using Caching and Scan Optimization ВидеоOptimize HBase PerformanceЛабораторная

Lesson 3: HBase Batch Operations and Data Manipulation

Lecture 10: Utilizing Batch Operations in HBase for Improved Performance ВидеоInstructor Demo: Using HBase Batch OperationsВидеоLab Walkthrough: Manipulating Data In HBase Using Batch OperationsВидеоManipulating Data in HBaseЛабораторнаяHBase Batch Operations and Data ManipulationЗадание

Wrap Up: HBase Querying and Data Access

Querying the StreamЧтениеOptimizing Query Performance for a Real-Time Analytics DashboardОбсуждениеPoints to Remember: Querying and Optimizing Data in HBaseЧтениеExam Prep: HBase Querying and Data Access ЗаданиеExam 2Задание
03HBase in Real-Time Applications 21 материалов

Lesson 1: HBase Data Modeling for Real-Time Applications

Lecture 11: Unleashing the Power of Real-time Applications ВидеоLecture 12: Strategies for Designing an HBase Schema for Real-Time ApplicationsВидеоReal-Time Data ProcessingЧтениеLecture 13: Use Cases for Real-Time Data Processing and Analysis with HBaseВидеоLab Walkthrough: Design and Implement an HBase Schema for a Real-Time ApplicationВидеоDesign and Implement an HBase Schema for a Real-Time ApplicationЛабораторнаяHBase Data Modeling for Real-Time ApplicationsЗадание

Lesson 2: HBase Deployment Strategies for Real-Time Applications

Lecture 14: Best Practices When Deploying HBase in a Real-Time Application ВидеоDeploying HBase in Real-Time Applications ЧтениеInstructor Demo: Techniques for Ensuring High Availability and Load Balancing in an HBase ClusterВидеоLab Walkthrough: Implementing Best Practices for Cluster Sizing, Network Topology, and Load BalancingВидеоDeploy HBase in a Real-Time Application Using Best PracticesЛабораторнаяHBase Deployment Strategies for Real-Time ApplicationsЗадание

Lesson 3: HBase Scalability and Availability in Real-Time Applications

Lecture 15: Analyzing HBase Scalability and Limitations for Real-Time Applications ВидеоInstructor Demo: HBase Scalability and Availability in Real-Time ApplicationsВидеоInteractive Activity: Sharding and Load Balancing for ScalabilityPLUGINHBase Scalability and Availability in Real-Time ApplicationsЗадание

Wrap Up: HBase in Real-Time Applications

Scaling the Present, Preparing for the FutureЧтениеPoints to Remember: HBase in Real-Time ApplicationsЧтениеExam Prep: HBase in Real-Time Applications ЗаданиеExam 3Задание
Advanced HBase Querying and Performance ConsiderationsЗадание