Cpher

Renewal: 20 SEUs / 2 years + $100 fee. Many CSPO holders eventually let it expire and switch to PSPO-I (Scrum.org) for lifetime validity + harder exam credibility.

For aspiring POs with no agile background, the 2-day course networking + structured exposure is the real value, not the credential itself. Roman Pichler / Marty Cagan books often more practically valuable for actual PO craft.

Released 2024. AWS's GenAI/ML fundamentals cert. Covers Bedrock, SageMaker, AI ethics, prompt engineering, RAG patterns at high level. $100 fee — entry-tier pricing. Good resume keyword for AI-curious non-engineers.

Pradeep Kumar Tutorials Network + Asghar Ghori book + Sander van Vugt videos cited as standard prep. 5-year validity. CompTIA Linux+ shares ~70% content overlap — taking both consecutively common.

Released 2024. AWS's data-engineering associate cert. Heavy on Glue, Redshift, Kinesis, Lambda for ETL, EMR, Athena, Lake Formation. Fast-growing HR demand as AWS data platforms mature.

Career-switchers leveraging GenAI buzz report fast resume boost. Doesn't expire. Amazon offers free AIF-C01 vouchers regularly via AWS Skill Builder digital training events — wait for one rather than paying full $100.

Stephane Maarek + Frank Kane DEA-C01 Udemy course standard 2024 prep. Tutorials Dojo DEA-C01 practice exams essential. Hands-on with Glue + Athena + Kinesis essential — cert content is heavily SQL + ETL focused.

$150 fee. Newer cert means smaller community of holders + smaller pool of practice resources. Some find prep harder due to limited exam-experience reports. Will likely stabilize through 2025.

Compared to GCP PDE: AWS DEA covers a broader service surface; GCP PDE is more BigQuery-focused. Both valued in their respective ecosystems. AWS DEA + dbt/Airflow knowledge a strong modern data engineer combo.

Microsoft AI-900 + AWS AIF combo gaining traction for multi-cloud AI literacy positioning. Both are similar tier (fundamentals, ~$99–100, 1-week prep). Stephane Maarek released an early AIF-C01 Udemy course covering exam objectives.