Practical guides, industry insights, and learning stories from the CertTulen Academy team.
DP-600 covers the analytics engineer surface — semantic models, DAX, Direct Lake. DP-700 covers data engineering — pipelines, Real-Time Intelligence, notebooks. Here's how to choose, with a practical decision framework based on your current role.
Microsoft Fabric is a superset of Power BI, not a replacement — but treating it like just "Power BI Premium with extras" leaves real value on the table. A practical, ordered migration plan based on what's actually changed underneath.
Bronze, silver, gold. The medallion pattern is the default Lakehouse architecture in Microsoft Fabric — but the layer names are easy to repeat and surprisingly easy to get wrong. Here's what each layer actually does and how to decide what belongs where.
PCEP is the entry-level Python Institute certification. PCAP is the next rung up. Most people don't need both — but most people skip the wrong one. A practical comparison, with the prep tradeoffs that actually matter.
HRD Corp levy contributions can fully fund Microsoft Fabric, Power BI, and Azure training for Malaysian employers — but the claim process has rules that catch first-time claimants out. Here's the practical 2026 guide for HR managers and L&D leads.
