Data Pipelines & Advanced Analytics
Training Provider: Temasek Polytechnic
Course Reference: TGS-2026064404
S$1,620
Original: S$5,400
Save S$3,780
About This Course
This module provides comprehensive training in modern data engineering practices, analytics technologies, and artificial intelligence applications in data science. It is designed to equip learners with the technical skills and strategic understanding needed to build, deploy, and manage data systems in today's AI-driven business environment. It bridges the gap between traditional data engineering and cutting-edge AI applications, preparing learners to work effectively in organizations leveraging big data, machine learning, and large language models for competitive advantage.
What You'll Learn
• Data Pipeline & Workflow Orchestration: Learn to apply tools like Shell, Airflow and Docker to develop data pipelines
• Testing & Data Quality in Pipelines: Introduction to testing and data quality in preparation of managing sophisticated data systems
• Big Data & Machine Learning Foundations: Understand big data, machine learning and how to use AI applications to manage data
• Large Language Models and Agentic AI Systems Foundations: Develop a foundational understanding of how these systems are built, how they function, and where they can be applied
• Testing & Data Quality in Pipelines: Introduction to testing and data quality in preparation of managing sophisticated data systems
• Big Data & Machine Learning Foundations: Understand big data, machine learning and how to use AI applications to manage data
• Large Language Models and Agentic AI Systems Foundations: Develop a foundational understanding of how these systems are built, how they function, and where they can be applied
Entry Requirements
Nil
Course Details
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