The Prometheus Certified Associate looks like an architecture exam and scores like a query exam: PromQL is the biggest of its five domains. What each domain asks, how 60 questions at 75 percent leave room for one weak area, where Alertmanager fits, and a six step study plan run against a real server.
Cloudera has no data scientist exam, so CDP-6001 is where a modeller on the platform ends up. Its biggest domain is named after a product the documentation now calls Cloudera AI, Spark and MLlib take 40 percent, and theory gets 11. Which name maps to which screen, what the deployment questions expect, and the order to study in.
Roles and logins take almost a third of ADA-C02, and the bill takes much of the rest. A walk through the six Snowflake administrator domains, who the exam suits, how it sits beside the other SnowPro Advanced roles, and an eight step way to prepare in your own account.
Study A00-480 as a SAS tool exam and you study the wrong thing. Its five objectives are pure statistics, logistic regression takes the biggest share, and the pass only becomes a Specialist title once A00-485 is added.
Not one NCP-DB objective mentions a query. The Nutanix Database Automation certification is about running the platform that runs the databases: profiles, SLAs, Time Machine, clones and patches, across four unweighted sections.
TDQCI is usually booked as a Talend Studio exam, yet 16 of its 24 published objectives belong to Talend Cloud Data Inventory, Data Preparation and Data Stewardship. This walk through the five topic areas explains the Trust Score axes, the four stewardship campaign types, the Studio component families, Qlik’s three attempt retake rule and a six step study order.
Candidates walk into Analytics-Con-201 expecting a dashboard exam and meet recipes, security predicates and Model Cards. The six sections, their weights, what Salesforce confirms in public and a preparation order that follows the data.
Most Cloudera exams test one role. CDP-0011 asks every candidate the same 60 questions about the whole platform, from deployments and SDX governance to the five data services. Here is how the five domains are weighted, why Cloudera now publishes a 60 percent pass mark, how Questionmark proctoring works, and when to take the Generalist before a role exam.
Prompts and plugins hold 40 percent of LLM-ACA while fine-tuning holds 12. Here is how the seven weighted sections, the 80 point pass mark and the two sibling exams fit together.
Writing the program is half the job on this paper. The largest slice of the blueprint goes to checking it, with PROC COMPARE, the log and a second program.
