Data Engineering & Pipelines

The backbone of any real analytics function. This course gives analysts and aspiring engineers the mental model of how data moves — from source to warehouse to dashboard — covering ETL, SQL and warehousing, batch versus streaming, and how pipelines are orchestrated and monitored.

HRD Corp Training Provider MalaysiaHRD Corp SBL-Khas Claimable

Programme Modules

01

ETL Concepts

Extract, transform, load — and the ELT variant. How raw data becomes trusted, analysis-ready data.

02

SQL & Warehousing

The SQL you need for analytics, star schemas, and how a modern warehouse is organised.

03

Batch vs Streaming

When to process in batches and when you need near-real-time streams, with simple examples of each.

04

Pipeline Orchestration

Scheduling, dependencies, failure handling and monitoring so pipelines run reliably without babysitting.

Key Outcomes

Training Mode   Physical / Online / Hybrid / e-learning

HRD Corp   SBL-Khas Claimable

Duration   2 Days

Training Hours   9:00 AM to 5:00 PM

Level   Intermediate

Certificate   None — Orbix own course. Delivered as an HRD Corp claimable workshop with an Orbix certificate of completion.