Module 1: Introduction to Talend Data Integration
- Overview of Talend and its key features
- Introduction to ETL processes and data integration concepts
- Understanding the Talend Studio interface
Module 2: Talend Data Integration Components
- Understanding connectors, transformers, and data quality tools
- Creating and configuring Talend jobs using Talend Studio
- Working with various data sources and targets
Module 3: Transforming and Manipulating Data in Talend
- Understanding data mapping and transformation
- Using Talend's built-in data manipulation functions
- Advanced data manipulation techniques in Talend
Module 4: Talend Data Integration for Big Data
- Overview of big data integration with Talend
- Introduction to Hadoop and Spark
- Connecting to Hadoop and Spark using Talend
Module 5: Data Quality and Data Governance in Talend
- Understanding data quality and data governance principles
- Using Talend for data profiling, data masking, and data lineage
- Implementing data governance in Talend
Module 6: Advanced Topics in Talend Data Integration
- Real-time data processing with Talend
- Cloud-based deployment options for Talend
- Best practices for performance optimization and troubleshooting
Module 7: Managing and Monitoring Talend Jobs
- Introduction to Talend Administration Center
- Managing Talend projects and users
- Monitoring Talend jobs and performance
Module 8: Case Studies and Practical Exercises
- Real-world case studies on data integration and analysis
- Hands-on exercises using Talend Studio and Talend Administration Center
- Best practices and tips for using Talend Data Integration in practice