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Hadoop: Analyze, Configure & Manage Big Data · LearnSpace
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Hadoop: Analyze, Configure & Manage Big Data

Курс от EDUCBA
Уровень не указан≈ 17.5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Master Hadoop through a structured journey from Big Data foundations to advanced cluster administration. You’ll begin by identifying Big Data challenges and exploring the Hadoop ecosystem, HDFS write and read processes, and MapReduce programming through Word Count and output operations. As you progress, you’ll use the Cloudera environment, HDFS Web UI, HUE, and shell commands to interact with Hadoop. You’ll examine administrator responsibilities, Hadoop’s scalability and fault tolerance, and the roles of FS Image, NameNode, and Secondary NameNode. You’ll also explore HDFS architecture, block placement, Hadoop installation, hostnames, gateways, SSH keys, and password-less cluster communication. Finally, you’ll configure Hadoop site and slave files, apply rack awareness, use DFS administration tools, execute MapReduce jobs, and perform advanced HDFS file operations. You’ll validate system health, manage checkpointing, safe mode, maintenance mode, DataNode commissioning, and storage planning. Designed for learners seeking Hadoop development and administration skills, this course uniquely combines Big Data Hadoop, Hadoop Architecture and HDFS, and Hadoop on Cloudera in one practical learning path. Enroll to build the skills needed to configure clusters, process large datasets, and maintain reliable distributed systems.

Навыки, которые вы освоите

Apache HadoopDistributed ComputingBig DataJavaSystem ConfigurationFile SystemsData ProcessingData StorageFile ManagementSystems AdministrationComputing PlatformsData InfrastructureFile I/OLinux CommandsMetadata Management

Программа курса

6 модулей · 106 учебных материалов

01Big Data Foundations & Hadoop Basics21 материалов

Discovering Big Data and Hadoop

Introduction to Big Data HadoopВидеоScenario of Big Data HadoopВидеоDiscovering Big Data and HadoopЗадание

Understanding Data Flow – Write & Read Anatomy

Write AnatomyВидео

Учитесь у экспертов

EDUCBA

Преподаватель курса

Hadoop: Analyze, Configure & Manage Big Data
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 17.5 ч

6 модулей

Язык: Английский

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

Часть программы вашего университета
Continuation of Write AnatomyВидео
Read AnatomyВидео
Continuation of Read AnatomyВидео
Understanding Data Flow – Write & Read AnatomyЗадание

Exploring Hadoop Through Word Count & Applications

Word Count in HadoopВидеоRunning Hadoop ApplicationВидеоContinuation Hadoop ApplicationВидеоWorking on Sample ProgramВидеоExploring Hadoop Through Word Count & ApplicationsЗадание

Programming with Map, Iterable Values, and Outputs

Creating Method MapВидеоIterable ValuesВидеоOutput PathВидеоScary Catch BoxВидеоProgramming with Map, Iterable Values, and OutputsЗаданиеExploring Big Data and Hadoop in ActionDIALOGUEBig Data Foundations & Hadoop BasicsЗаданиеOptimizing Big Data Processing with HadoopDIALOGUE
02Hands-On with Hadoop Fundamentals17 материалов

Big Data Concepts in Action

What is Big DataВидеоProcessing Big DataВидеоDistributed storage and processingВидеоBig Data Concepts in ActionЗадание

MapReduce Simplified for Beginners

Understanding Map ReduceВидеоIntroduction to module 2ВидеоMapReduce Simplified for BeginnersЗадание

Getting Started with Cloudera Environment

Introduction to Cloudera environmentВидеоUnderstanding hadoop environment installed on ClouderaВидеоUnderstanding metadata configuration on hadoopВидеоGetting Started with Cloudera EnvironmentЗадание

Exploring HDFS Web UI, HUE, and Shell Commands

Understanding HDFS web UI and HUEВидеоHDFS shell commandsВидеоFew more HDFS shell commandsВидеоAccesing HDFS through Java programВидеоExploring HDFS Web UI, HUE, and Shell CommandsЗаданиеHands-On with Hadoop FundamentalsЗадание
03Applied HDFS and Java Integration12 материалов

Introduction to Hadoop Administration

Introduction to Hadoop AdminВидеоLimitations of Existing SystemВидеоHadoop Key CharacteristicsВидеоIntroduction to Hadoop AdministrationЗадание

Core Hadoop Characteristics and File System

Hadoop Distributed File SystemВидеоStorage Layer of HadoopВидеоHadoop 1.0 Core ComponentsВидеоCore Hadoop Characteristics and File SystemЗадание

Managing FS Images, NameNode, and Secondary Node

FS ImagesВидеоSecondary Name NodeВидеоManaging FS Images, NameNode, and Secondary NodeЗаданиеApplied HDFS and Java IntegrationЗадание
04Mastering Hadoop Architecture19 материалов

Understanding HDFS Architecture and Block Placement

HDFC ArchitectureВидеоBlock Placement PolicyВидеоUntitleUnderstanding HDFS Architecture and Block PlacementdЗадание

Setting Up Hadoop Clusters and Installations

AssignmentsВидеоHadoop Architecture Cluster SetupВидеоInstallation of Hadoop in Vmware WorkstationВидеоHadoop Package InstallationВидеоSetting Up Hadoop Clusters and InstallationsЗадание

System Setup and Configuration Essentials

Configuration of Host Name and GatewayВидеоCopying of ISO File to CentosВидеоInstallation of SSH File Using YumВидеоCopy the Public Key to Authorized Key in SSHВидеоSystem Setup and Configuration EssentialsЗадание

SSH, Key Management, and User Setup

Setup for Block Size and MappedВидеоCreate SSH -keygen for HD UserВидеоStart the Map Reduce in HadoopВидеоCreating a Clone for HadoopВидеоSSH, Key Management, and User SetupЗаданиеMastering Hadoop ArchitectureЗадание
05Configurations and Cluster Management18 материалов

Hadoop Site and Node Configurations

Changing the HostnameВидеоConfiguring Hadoop SiteВидеоSlave File ConfigurationВидеоCreating Name node and Data Node In HadoopВидеоHadoop Site and Node ConfigurationsЗадание

Exploring Core Files and Cluster Setup

Understanding HDFSВидеоHadoop Core Config FilesВидеоHadoop Cluster and Password less SSHВидеоExploring Core Files and Cluster SetupЗадание

Rack Awareness and DFS Admin Tools

Configuring Rack AwarenessВидеоConfiguring Rack Awareness ContinuesВидеоRunning DFS Admin ReportВидеоRack Awareness and DFS Admin ToolsЗадание

Working with MapReduce and Commands

Hadoop Map ReduceВидеоRunning Hadoop NameNodeВидеоExecuting Hadoop CommandВидеоWorking with MapReduce and CommandsЗаданиеConfigurations and Cluster ManagementЗадание
06Advanced HDFS Operations & Cluster Maintenance19 материалов

Managing Hadoop Commands and File Operations

Writing File in Hadoop ClusterВидеоUnderstanding FS CommandВидеоDirectories of DataВидеоFie System CheckВидеоWriting Data in HDFSВидеоManaging Hadoop Commands and File OperationsЗадание

Ensuring Data Integrity and System Health

Checkpointing NodeВидеоMerging the MetadataВидеоEnsuring Data Integrity and System HealthЗадание

Safe Mode, Maintenance, and Node Commissioning

Cluster in Safe ModeВидеоCluster in Maintainance ModeВидеоCommissioning of Data NodesВидеоSafe Mode, Maintenance, and Node CommissioningЗадание

Validating Data Nodes and Storage Considerations

Name NodeВидеоValidating the Data NodeВидеоStorage ConsiderationsВидеоValidating Data Nodes and Storage ConsiderationsЗаданиеAdvanced HDFS Operations & Cluster MaintenanceЗаданиеRestoring and Expanding a Hadoop Cluster for Enterprise Data ProcessingDIALOGUE