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
Data Wrangling with MongoDB · LearnSpace
Назад в каталог
courseraIT и технологии

Data Wrangling with MongoDB

Курс от Edureka
Средний≈ 21.9 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

The Data Wrangling with MongoDB course introduces practical techniques for utilizing MongoDB to enhance cost efficiency and improve database performance. Learners will gain insights into how MongoDB is applied across industries, along with a solid understanding of its core concepts, data modeling strategies, and best practices for managing unstructured data effectively. By the end of this program, you will be equipped to: - Interpreting the core concepts and principles of NoSQL databases and MongoDB, including data modelling, document structure, and data manipulation. - Design and implement efficient and scalable MongoDB database schemas that meet specific application requirements. - Create and manage indexes to improve query performance and optimize database operations. - Manage MongoDB databases effectively, including backup and restoration, monitoring, and troubleshooting common issues. This course is tailored for Beginners, Database Administrators, Software Developers, IT Professionals, Data Engineers, Data Analysts, Product Managers, and anyone interested in enhancing their MongoDB and database management skills. Prior knowledge of databases and basic programming skills are helpful for this course. Embark on an educational journey with MongoDB, unlocking the secrets of database management and sharpening your expertise.

Навыки, которые вы освоите

MongoDBData ModelingQuery LanguagesDatabase ManagementPerformance TuningDatabase DesignNoSQLAnalyticsData WranglingDisaster RecoveryScalabilityData ManipulationData Processing

Программа курса

5 модулей · 175 учебных материалов

01Getting Started with Databases: Exploring the Fundamentals of MongoDB39 материалов

Introduction to Databases

Data Wrangling with MongoDB: Getting StartedЧтениеCourse IntroductionВидеоYour Baseline Knowledge CheckDIALOGUEOverview of DatabasesВидео

Учитесь у экспертов

Edureka

Преподаватель курса

Data Wrangling with MongoDB
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

≈ 21.9 ч

5 модулей

Язык: Английский

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

Часть программы вашего университета
SQL versus NoSQL: Key DifferencesВидео
SQL Syntax in DatabasesВидео
SQL Commands - I Видео
SQL Commands - IIВидео
Significance of MongoDBВидео
Introduction to DatabasesЧтение
Database ApplicationsОбсуждение
Knowledge Check: Introduction to DatabasesЗадание

Fundamentals of MongoDB

MongoDB Data Model - IВидеоMongoDB Data Model - IIВидеоCRUD Operations in MongoDBВидеоInstallation of MongoDB (Windows, Linux, MacOS)ЧтениеCRUD OperationsОбсуждениеKnowledge Check: Fundamentals of MongoDBЗадание

Data Modeling in MongoDB

Learn to Design Schema in MongoDBВидеоDocument Structure and Nesting - IВидеоWhen to Use Nesting?ВидеоDocument Structure and Nesting - IIВидеоHandling Data Consistency and RedundancyВидеоDesign SchemaЧтениеData RedundancyОбсуждениеKnowledge Check: Data Modeling in MongoDBЗадание

Querying in MongoDB

Query Performance with IndexingВидеоFiltering Documents Using MQL - IВидеоFiltering Documents Using MQL - IIВидеоMongoDB Sorting and LimitingВидеоUpdate Operation on MongoDBВидеоDeletion Operation on MongoDBВидеоData Manipulation Using AggregationВидеоGeospatial Data and IndexingВидеоQuery PerformanceЧтениеGeospatial OperatorsОбсуждениеKnowledge Check: Querying in MongoDBЗадание

Module Wrap-Up and Assessment

Exploring the Fundamentals of MongoDBЧтениеEnd Module Quiz: Getting Started with Databases: Exploring the Fundamentals of MongoDB Задание
02Data Wrangling and Replication with MongoDB53 материалов

Data Import and Export

Importing Data into MongoDB - IВидеоImporting Data into MongoDB - IIВидеоExport Data to Various Formats - IВидеоExport Data to Various Formats - IIВидеоData Migration and BackupsВидеоData Import and ExportЧтениеData Importing TechniquesОбсуждениеKnowledge Check: Data Import and ExportЗадание

Data Wrangling and Transformation

Managing Inconsistent and Redundant DataВидеоData Sorting and Filtering - IВидеоData Sorting and Filtering - IIВидеоData Type Conversions and Inconsistencies - IВидеоData Type Conversions and Inconsistencies - IIВидеоData Transformation with Aggregation Pipelines - IВидео

Security in MongoDB

Adopt MongoDB Security Best PracticesВидеоSet Up Authentication and AuthorizationВидеоSecurity against Common ThreatsВидеоSecurity in MongoDBЧтениеThird-party Security ToolsОбсуждениеKnowledge Check: Security in MongoDBЗадание

MongoDB Performance Optimization

Analyze and Improve Query Performance - IВидеоAnalyze and Improve Query Performance - IIВидеоAnalyze and Improve Query Performance - IIIВидеоOptimize Indexing Strategies - IВидеоOptimize Indexing Strategies - IIВидеоMongoDB Profiler and Performance Advisor - IВидео

High Availability and Replication

Exemplifying MongoDB Replication Concepts - IВидеоExemplifying MongoDB Replication Concepts - IIВидеоConfiguring and Managing Replica Sets - IВидеоConfiguring and Managing Replica Sets - IIВидеоEnsure High Availability and Fault Tolerance - IВидеоEnsure High Availability and Fault Tolerance - IIВидео

MongoDB Tools for Backup and Recovery

Backup and Recovery StrategiesВидеоToolset for Backup and Restoration - IВидеоToolset for Backup and Restoration - IIВидеоDisaster Recovery ManagementВидеоMongoDB Tools for Backup and RecoveryЧтениеBackup and Restoration ProcessОбсуждение

Module Wrap-Up and Assessment

Data Wrangling and Replication with MongoDBЧтениеEnd Module Quiz: Data Wrangling and Replication with MongoDBЗадание
03Deep Dive in MongoDB - I36 материалов

Overview of Sharding in MongoDB

Introduction to MongoDB Sharding - IВидеоIntroduction to MongoDB Sharding - IIВидеоWhy Sharding?ВидеоBenefits and Advantages of ShardingВидеоConfigure and Manage Sharded ClustersВидеоHands-on: Configure and Manage Sharded ClustersВидеоShard Keys and Data DistributionВидеоSharding in MongoDBЧтениеBackup and Recovery for MongoDB ОбсуждениеKnowledge Check: Overview of Sharding in MongoDBЗадание

MongoDB Atlas and Cloud Deployment

MongoDB Atlas: Cloud-Based Service InstallationВидеоCloud Deployment and Management in MongoDB - Part IВидеоCloud Deployment and Management in MongoDB - Part IIВидеоExplore MongoDB Cloud ProductВидеоSetup Guide for MongoDB Atlas ЧтениеDatabase using MongoDB AtlasОбсуждение

Monitoring and Troubleshooting Issues in MongoDB

Setting up Monitoring ToolsВидеоHands-on: Setting up the Monitoring ToolsВидеоAnalyze Performance MetricsВидеоHands-on: Analyze Performance in MongoDB CompassВидеоTroubleshoot Common MongoDB Issues - Part IВидеоTroubleshoot Common MongoDB Issues - Part II Видео

Aspects of Scaling MongoDB

Load Balancing in MongoDBВидеоCaching Strategies in MongoDB - IВидеоCaching Strategies in MongoDB - IIВидеоManaging Servers in MongoDBВидеоInfrastructure as a Service (IaaS)ВидеоScaling and Load BalancingЧтение

Module Wrap-Up and Assessment

Deep Dive in MongoDB - IЧтениеEnd Module Quiz: Deep Dive in MongoDB - IЗадание
04Deep Dive in MongoDB - II29 материалов

Data Governance and Compliance in MongoDB

Data Governance Policies in MongoDBВидеоGeneral Data Protection Regulations (GDPR) - Part IВидеоGeneral Data Protection Regulations (GDPR) - Part IIВидеоHandling Sensitive DataВидеоData GovernanceЧтениеData SecurityОбсуждениеKnowledge Quiz: Data Governance and Compliance in MongoDBЗадание

Advanced Query Optimization

Dive Deeper into Query Optimization TechniquesВидеоQuery Hints and Planner - Part IВидеоQuery Hints and Planner - Part IIВидеоOptimize Query Performance AnalysisВидеоQuery OptimizationЧтениеQuery OptimizationОбсуждение

Advanced Aggregation Framework

Advanced Aggregation OperationsВидеоCustom Functions and ExpressionsВидеоHand-on: Custom Functions and ExpressionsВидеоData TransformationВидеоAggregation FrameworkЧтениеAdvanced AggregationОбсуждение

Time Series Data in MongoDB

Work with Time Series DataВидеоTime Series Collections and IndexingВидеоPerform Time-Based AnalyticsВидеоTime Series Data in MongoDBЧтениеTime Series DataОбсуждениеKnowledge Quiz: Time Series Data in MongoDBЗадание

Module Wrap-Up and Assessment

Advanced Aggregation OperationsЧтениеEnd Module Quiz: Deep Dive in MongoDB - IIЗадание
05Data Analytics with MongoDB18 материалов

Data Processing with MongoDB

Real-Time Ingestion and ProcessingВидеоData Monitoring with Change StreamsВидеоBuilding Real-Time ApplicationsВидеоData Processing with MongoDBЧтениеData Processing PipelinesОбсуждениеKnowledge Check: Data Processing with MongoDBЗадание

Connect MongoDB to Data Visualization Tools

Visualize Data with Visualization ToolsВидеоGenerate Interactive Reports and DashboardsВидеоCommunicate Insights from MongoDB Data EffectivelyВидеоConnect MongoDB to Data Visualization ToolsЧтениеData Visualization ToolsОбсуждениеKnowledge Check: Connect MongoDB to Data Visualization ToolsЗадание

Module Wrap-Up and Assessment

Data Analytics with MongoDBЧтениеEnd Course Knowledge CheckpointDIALOGUEEnd Module Quiz: Data Analytics with MongoDBЗаданиеEnd Course Knowledge Check: Data Wrangling with MongoDBЗаданиеEnd Project: Sample E-Commerce System with MongoDBЧтениеPractice Project: Transforming Raw Data into Business InsightsЧтение
Data Transformation with Aggregation Pipelines - IIВидео
Data AnalysisВидео
Inconsistent and Redundant DataЧтение
Data TransformationОбсуждение
Knowledge Check: Data Wrangling and TransformationЗадание
MongoDB Profiler and Performance Advisor - IIВидео
MongoDB Performance OptimizationЧтение
MongoDB DatabaseОбсуждение
Knowledge Quiz: MongoDB Performance OptimizationЗадание
MongoDB Replication and High AvailabilityЧтение
Scaling and High AvailabilityОбсуждение
Knowledge Quiz: High Availability and ReplicationЗадание
Knowledge Quiz: MongoDB Tools for Backup and RecoveryЗадание
Knowledge Check: MongoDB Atlas and Cloud DeploymentЗадание
Monitoring ToolsЧтение
MongoDB Monitoring ToolsОбсуждение
Knowledge Check: Monitoring and Troubleshooting Issues in MongoDBЗадание
Horizontal Scaling in MongoDBОбсуждение
Knowledge Quiz: Aspects of Scaling MongoDBЗадание
Knowledge Quiz: Advanced Query OptimizationЗадание
Knowledge Quiz: Advanced Aggregation FrameworkЗадание