There is no LFCS question bank to memorise. The Linux Foundation’s sysadmin exam gives you 17 to 20 hands-on tasks on live hosts in two hours, scored on what you change. How a task runs, what each weighted domain asks, how LFCS compares with RHCSA, and what the fee covers.
The training half is the part you already know. The other half asks how a bundle promotes a project from dev to prod, which drift test fits a categorical column and how traffic moves to a second served entity. What each section weighs, which tools were renamed, and how to prepare.
Old CSSA and PCSSA guides describe a nine topic exam Pega retired in 2021. The current PEGACPSSA25V1 has six topics, puts 30 percent on application development, and swaps mobile and reporting for Constellation. What moved, what it costs, and how to prepare.
SAS tests every one of its 23 main objectives on every sitting of A00-231. How the four content areas are weighted, what 725 on a 200 to 1,000 scale means, what performance-based asks of you, the retake limits, and where to practise in real SAS software for free.
The CGEIT exam is the smaller hurdle. Five verified years in a governance oversight role, across three of the four domains, is the one ISACA checks afterwards. The whole route, domain by domain.
Training a good model is the part of this exam you are least tested on. Five domains send most of 1Z0-1110-26 at the platform around the model: environments, secrets, jobs, pipelines and deployment.
Four hyperscaler certifications stand between you and NS0-604, and you need only one of them. Here is how the eight unweighted domains, the 80 percent bar and NetApp’s price list fit together.
UiAAP keeps the Associate’s 60 questions and 70 percent pass mark, then adds five topics and 52 more objectives. Most of the new material is testing, orchestration and governance.
AWS rebuilt two domains, moved four points of weight to identity and wrote seven new tasks into the Security Specialty blueprint. Here is what an SCS-C02 candidate keeps, drops and adds.
Scrum Masters who prepare for a technology exam get a surprise. Three of the four syllabus topics cover how you use AI with a team, and 40 questions leave room for six misses.
Most candidates revise connectors and skim the load script. The published weightings say connectors are eight percent and the script is nearly two fifths of the paper.
Most readers meet this credential expecting a course in using AI tools faster. The weightings tell a different story, and the largest domain covers controls that appear on no other CompTIA exam.
Every enterprise Linux certification covers boot, storage and SELinux. Only one expects you to patch a running kernel without rebooting, because the vendor behind it sells the technology that does it.
Most entry level AI certifications still teach the subject as it looked in 2019. This one names DeepSeek in its first domain and puts nearly a third of the paper on foundation models.
