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Data Integration and ETL with Talend · LearnSpace
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Data Integration and ETL with Talend

Курс от Edureka
Средний≈ 11.2 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Welcome to the Data Integration and ETL with Talend course, where you will gain hands-on experience in using the Talend platform to efficiently integrate, transform, and manage data from multiple sources. In this program, you'll explore best practices for designing robust ETL (Extract, Transform, Load) pipelines, which are vital for building scalable, high-quality data workflows in modern organizations. By completing this course, you will be able to: - Explain foundational data integration and ETL concepts and describe their importance in ensuring accurate and efficient data management. - Use Talend Studio to design, build, and manage ETL processes, automating the movement and transformation of data across various environments. - Create and troubleshoot Talend jobs that can handle different data formats—including databases, flat files, XML, and JSON—and integrate information from diverse data sources. - Apply data quality, cleansing, and profiling features in Talend to ensure clean and reliable datasets. - Schedule, monitor, and optimize ETL workflows for ongoing data operations and business intelligence initiatives. This course is ideal for Data Engineers, Data Analysts, Database Administrators, and Software Developers seeking to build expertise in Talend-powered data integration and develop practical ETL solutions for real-world data challenges. While prior experience with SQL and a basic understanding of data integration is helpful, all core concepts and tools are introduced step by step. By the end of the course, you will have the skills to manage end-to-end ETL processes and improve data quality and efficiency for any organization.

Навыки, которые вы освоите

Data IntegrationFile I/OExtensible Markup Language (XML)Data IntegrityDatabase ManagementDebuggingExtract, Transform, LoadData QualityData TransformationSoftware InstallationData PipelinesData CleansingFile ManagementData Import/ExportJSON

Программа курса

4 модулей · 109 учебных материалов

01 Basics of Data Integration with Talend28 материалов

Overview of Data Integration

Welcome to Data Integration and ETL with TalendЧтениеCourse IntroductionВидеоYour Baseline Knowledge CheckpointDIALOGUEData and its SourcesВидео

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Edureka

Преподаватель курса

Data Integration and ETL with Talend
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Обучение на Coursera

≈ 11.2 ч

4 модулей

Язык: Английский

Субтитры: Венгерский, Казахский, Испанский

Часть программы вашего университета
Introduction to Data IntegrationВидео
Beneifts and Use Cases of Data IntegrationВидео
Approaches of Data IntegrationВидео
Approaches of Data Integration - Data StreamingВидео
ETL ProcessВидео
Various ETL ToolsЧтение
Practice Quiz: Overview of Data IntegrationЗадание
How to use discussion promptsЧтение
Exploring Data Sources and IntegrationОбсуждение
Introduce YourselfОбсуждение

Getting Started with Talend

Introduction to TalendВидеоTalend Open StudioВидеоTalend Open Studio - Key FeaturesВидеоUse cases and benefits of Talend Open StudioВидеоHistory of TalendЧтениеPractice Quiz: Getting started with TalendЗаданиеExploring Talend Open StudioОбсуждение

Integrating Data with Talend

Data Integration with TalendВидеоTalend Data Integration ArchitectureВидеоWhy Choose Talend over other ETL ToolsЧтениеPractice Quiz: Integrating Data with TalendЗаданиеExploring Talend's Role in Data IntegrationОбсуждение

Module Wrap Up and Assessment

Knowledge Check: Basics of Data Integration with TalendЗаданиеSummary: Basics of Data Integration with TalendЧтение
02Talend Studio Essentials24 материалов

Getting started with Talend Studio

Java Environment SetupЧтениеInstalling Talend Open StudioВидеоStarting the StudioВидеоTour of the StudioВидеоImporting and Exporting a ProjectВидеоPractice Quiz: Getting started with Talend StudioЗаданиеManaging Projects in Talend OpenStudioОбсуждение

Jobs in Talend

Creating a Message Box Job in TalendВидеоAdding Components to a JobВидеоAdding Components to a Job - DemonstrationВидеоHandling Job ExecutionВидеоManaging a JobВидеоPractice Quiz: Jobs in TalendЗадание

Working with Metadata in Talend

Metadata in Talend - File SchemasВидеоMetadata in Talend - LDAP & Generic SchemasВидеоFile DelimitedВидеоFile PositionalВидео File RegexВидеоFile XMLВидеоPractice Quiz: Working with Metadata in Talend

Module Wrap Up and Assessment

Knowledge Check: Talend Studio EssentialsЗаданиеSummary: Talend Studio EssentialsЧтение
03Data Dynamics: Streamlining File Handling and Database Management51 материалов

Transforming Files

Transforming XML to CSVВидеоTransforming XML to CSV - DemonstrationВидеоTransforming CSV to XMLВидеоWorking with multi-schema XML FilesВидеоWorking with multi-schema XML Files - DemonstrationВидеоLookups in Talend StudioВидеоLookups in Talend Studio - DemonstrationВидеоPractice Quiz: Transforming FilesЗадание Challenges of Multi-Schema XML FilesОбсуждение

Working with Databases

Setting up MySQL ServerЧтениеInstalling MySQL WorkbenchЧтениеConnecting to Database TablesВидеоCreating sakila Database and SchemaЧтениеExtracting Data from a DatabaseВидеоExtracting Data from a Database - DemonstrationВидео

Filtering, Sorting, and Other Processing Techniques

Filtering DataВидеоFiltering Data - DemonstrationВидеоFilter and RejectsВидеоFiltering and SplitВидеоAggregating DataВидеоAggregating Data - DemonstrationВидео

Managing Files and FTP

Introduction to FTPЧтениеCopying FilesВидеоDeleting FilesВидеоTimestamping a FileВидеоTimestamping a File - DemonstrationВидеоConfiguring FTP Server - Configure IISВидеоConfiguring FTP Server - Configure new Site

Module Wrap Up and Assessment

Data Dynamics: Streamlining File Handling and Database ManagementЗаданиеSummary: Data Dynamics - Streamlining File Handling and Database ManagementЧтение
04End Course Assessment and Project6 материалов
End Course Knowledge CheckpointDIALOGUEProject: ETL in AerospaceЧтениеDescribe Your Learning JourneyОбсуждениеCourse Summary: Data Integration and ETL with TalendВидеоKnowledge Check: Data Integration and ETL with TalendЗаданиеCourse Completion and FeedbackЧтение
Optimizing Job Performance in TalendОбсуждение
Задание
Choosing the Right File Format in TalendОбсуждение
Extracts from Multiple Tables - Joining within the Database ComponentВидео
Extracts from Multiple Tables - Joining within the Database Component - DemonstrationВидео
Extracts from multiple tables - Joining outside the database ComponentВидео
Extracts from multiple tables - Joining outside the database Component - DemonstrationВидео
Writing Data to a DatabaseВидео
Writing Data to a Database - DemonstrationВидео
Practice Quiz: Working with DatabasesЗадание
Joining Outside the Database ComponentОбсуждение
Sorting DataВидео
Normalizing DataВидео
Normalizing Data - DemonstrationВидео
Extracting Delimited FieldsВидео
Extracting Delimited Fields - DemonstrationВидео
Find and ReplaceВидео
Practice Quiz: Filtering, Sorting, and Other Processing TechniquesЗадание
The Role of Aggregation in Data AnalysisОбсуждение
Видео
FTP PutВидео
FTP Put - DemonstrationВидео
FTP GetВидео
Practice Quiz: Managing Files and FTPЗадание
Security and Performance Implications of Using FTP in Modern Data EngineeringОбсуждение