Databricks Data Engineer Associate: Platform Skills
The Databricks Certified Data Engineer Associate exam uses a new guide for exams taken on or after May 4, 2026. Databricks describes it as a foundational data-engineering credential covering the Data Intelligence Platform, ingestion and loading, transformation and modeling, Lakeflow Jobs, CI/CD, troubleshooting/optimization, and governance/security. The current exam has 45 scored multiple-choice questions in 90… Read More »
Microsoft AB-100: From AI Agents to Business Systems
Microsoft AB-100: From AI Agents to Business Systems Microsoft Foundry Agent Service is Microsoft’s current managed platform for building, deploying, scaling, and governing AI agents. It supports prompt agents for low-operations configurations, hosted agents for full-code agent logic, model and tool integration, tracing, evaluation, and enterprise identity. The AI-103 exam is the current Microsoft role… Read More »
Prompt vs. Context Engineering in Claude
Prompt engineering and context engineering solve related but different problems in Claude applications. Prompt engineering focuses on instructions, structure, examples, roles, output constraints, and task framing. Context engineering decides what information, history, documents, tools, memory, and state Claude receives so the model has the right working environment. A weak response may come from unclear instructions,… Read More »
Amazon AIP-C01: RAG Retrieval and Vector Design
Amazon AIP-C01: RAG Retrieval and Vector Design Retrieval-augmented generation on AWS is no longer just “embed documents and search a vector index.” Amazon Bedrock Knowledge Bases now supports managed and customer-managed retrieval patterns, metadata filtering, reranking, multimodal data, and agentic retrieval. For certification context, the AIP-C01 exam is the closest current AWS role target for… Read More »
ISACA CISA: A Hands-On Study Plan
The CISA exam uses five current ISACA domains: Information Systems Auditing Process, Governance and Management of IT, Information Systems Acquisition/Development/Implementation, Information Systems Operations and Business Resilience, and Protection of Information Assets. A hands-on CISA plan should not attempt to turn auditors into system administrators. The goal is to practice evidence, risk, control objectives, governance, testing,… Read More »
EC-Council 312-50v13: A Hands-On Study Plan
The 312-50v13 exam is the current ExamCollection target for the CEH v13 / CEH AI knowledge exam. EC-Council’s current program uses 20 learning modules, 221 hands-on labs, more than 550 attack techniques, and a four-hour 125-question knowledge exam. A hands-on plan should follow the ethical-hacking lifecycle rather than memorize thousands of tools. Build a legal… Read More »
A good ITIL 4 Foundation study plan produces evidence that you understand how a service creates value, not merely a calendar showing that you watched lessons. The exam is multiple choice, closed book, with 40 questions in 60 minutes and a 65% passing mark, according to PeopleCert’s ITIL 4 Foundation exam page. Your preparation needs… Read More »
HashiCorp Terraform Associate 004: State Scenarios
The Terraform Associate 004 exam tests Terraform 1.12 and includes Terraform Community Edition plus HCP Terraform concepts. HashiCorp explicitly added lifecycle rules, custom conditions, ephemeral values/write-only arguments, and HCP Terraform workspace/project organization compared with the 003 version. Scenario questions are easiest when you separate configuration, dependency graph, state, provider behavior, and the real infrastructure. The… Read More »
Microsoft MS-700: Skills the Exam Really Tests
The MS-700 exam validates the Microsoft 365 Certified: Teams Administrator Associate role. Microsoft’s current certification page says the English exam will be updated on October 27, 2026, so candidates testing before that date should stay aligned to the current objective set. The role is broader than creating teams and channels. Teams administrators manage environment configuration,… Read More »
Microsoft SC-200: Study Plan: What to Practice
The SC-200 exam validates the Microsoft Security Operations Analyst role across Microsoft Sentinel, Defender XDR, Defender for Cloud, Microsoft Entra, KQL, detection engineering, incident response, and threat hunting. As of October 4, 2026, Microsoft has an English-language update scheduled for October 21. This study plan uses the current live role while treating the October 21… Read More »
Google Associate Cloud Engineer: Skills and Scope
The Google Associate Cloud Engineer exam validates practical Google Cloud administration. Google currently describes the role as deploying and securing applications, services, and infrastructure; monitoring operations across projects; and maintaining enterprise solutions to meet performance targets. The current certification page groups the assessed skills into four broad areas: setting up a cloud solution environment, planning… Read More »
Amazon AWS SCS-C03: Study Plan: What to Practice
The SCS-C03 exam is the current AWS Certified Security – Specialty assessment. AWS’s current guide divides the scored content into Detection, Incident Response, Infrastructure Security, Identity and Access Management, Data Protection, and Security Foundations and Governance. A productive study plan should build one multi-account security environment and use it repeatedly for logging, IAM, network control,… Read More »
CompTIA CAS-005: What Matters Most
The CompTIA SecurityX CAS-005 exam is the current advanced practitioner assessment for the credential formerly branded CASP+. CompTIA’s official objectives organize the exam around Governance, Risk and Compliance; Security Architecture; Security Engineering; and Security Operations. SecurityX is an advanced hands-on enterprise security credential. The exam expects candidates to design and engineer secure solutions, integrate controls… Read More »
Microsoft AZ-400: Skills and Scope
The Microsoft AZ-400 exam validates the Microsoft DevOps Engineer Expert role. Microsoft’s current English blueprint, updated July 27, 2026, measures five areas: processes and communications, source control, build and release pipelines, security and compliance, and instrumentation. The exam is not only about Azure Pipelines. Microsoft expects candidates to work across GitHub and Azure DevOps and… Read More »
CompTIA N10-009: What the Exam Tests
The CompTIA N10-009 exam is the current CompTIA Network+ target. The blueprint is organized around networking concepts, implementation, operations, security, and troubleshooting, with troubleshooting and networking concepts carrying the largest shares of the exam. Network+ is vendor-neutral, but it is not abstract. Candidates need enough practical knowledge to design small networks, implement common technologies, operate… Read More »
