Data Ingestion and Transformation (SCTP)
Training Provider: NATIONAL UNIVERSITY OF SINGAPORE
Course Reference: TGS-2026065150
S$285
Original: S$950
Save S$665
About This Course
This one-day course equips learners with the essential knowledge and skills for designing and implementing modern data ingestion and transformation pipelines. learners will gain a strong understanding of batch and stream ingestion techniques. The course also explores the differences between Extract, Load and Transform (ELT) and Extract, Transform, Load (ETL) design patterns, enabling participants to choose and apply the right approach for specific use cases. Through hands-on exercises, learners will develop skills in using Python for data migration, including handling diverse file formats, and learn to implement data cleansing and transformation techniques within ETL pipelines.
What You'll Learn
At the end of the course, learners will be able to:
• Understand the concepts and techniques of batch and stream ingestion for efficient data collection and integration
• Differentiate between Extract, Load and Transform (ELT) and Extract, Transform, Load (ETL) design patterns and apply the appropriate approach for specific use cases
• Develop skills in using Python for data migration, including handling various file formats
• Implement data cleansing and transformation techniques within ETL pipelines using Python
• Understand the concepts and techniques of batch and stream ingestion for efficient data collection and integration
• Differentiate between Extract, Load and Transform (ELT) and Extract, Transform, Load (ETL) design patterns and apply the appropriate approach for specific use cases
• Develop skills in using Python for data migration, including handling various file formats
• Implement data cleansing and transformation techniques within ETL pipelines using Python
Entry Requirements
General Diploma
Course Details
Back to All Courses
Note: To apply for this course, visit or contact the training provider directly.
More Courses from NATIONAL UNIVERSITY OF SINGAPORE
Objectives:
At the end of the programme, participants are expected to achieve the following objecti...
In Singapore’s dynamic business and governance spheres, senior executives & government leaders mus...
The programme is designed to transform educators into impactful leaders equipped to navigate the com...