Certifications

AI-102 Is Retired: Azure AI Engineers Now Prepare for AI-103

AI-102 retired on June 30, 2026. The current Azure AI engineering exam is Microsoft AI-103 Developing AI Apps and Agents on Azure, and the transition is substantial. AI-103 is centered on Microsoft Foundry, generative AI, agents, retrieval, evaluation, multimodal workflows, information extraction, observability, security, and operationalization. Candidates who continue using an AI-102-only course risk preparing for a role definition Microsoft has already replaced. Some AI-102 skills still transfer: planning AI solutions, language, speech, vision, search, responsible AI, security, monitoring, and integration. But AI-103 gives 30–35% of scored content to generative…

Microsoft SC-200: Where the Certification Fits in a Security Career

Microsoft SC-200 is most useful when viewed as a role credential rather than a generic cybersecurity badge. It validates work that sits close to the security operations center: monitoring security signals, investigating incidents, hunting for threats, using Microsoft Defender XDR and Microsoft Sentinel, working with KQL, and helping turn detections into response. That makes it a strong fit for analysts who want deeper operational responsibility rather than a purely theoretical security path. SC-200 remains active as of October 23, 2026, and Microsoft’s October 21 English-language skills update is now in…

Microsoft SC-300 Study Plan: Build Identity Skills in the Right Order

A productive Microsoft SC-300 study plan should follow dependency order, not the order in which features appear in a portal. Identity objects and lifecycle come first; authentication and authorization depend on them; Conditional Access combines those signals; workload identities and applications add non-human access; governance controls whether access should continue; monitoring and troubleshooting prove what actually happened. Microsoft SC-300 remains active on October 6, 2026. Use the April 27 English blueprint for preparation before October 28 and re-check Microsoft’s updated guide on or after that date. Stage 1: map identities…

MS-102 Before Retirement: Microsoft 365 Administration and the Move to AB-650

MS-102, the required exam for the Microsoft 365 Administrator Expert path, is still active on October 1, 2026, but its retirement date is close: November 30, 2026. Candidates should therefore treat it as a time-sensitive path rather than a certification target they can prepare for indefinitely. Microsoft has already introduced the beta AB-650, Administering Microsoft 365 and AI Services, as the newer administration direction. The current MS-102 blueprint covers four connected responsibilities: managing the Microsoft 365 tenant, implementing and managing Microsoft Entra identity and access, managing security with Microsoft Defender…

Microsoft DP-600 Study Plan: Build Fabric Analytics Skills in the Right Order

Microsoft DP-600 is easier to prepare for when Fabric is treated as an analytical system rather than a list of product features. The current exam expects candidates to reason about analytics solution planning, data preparation, querying, semantic models, Direct Lake, governance, security, performance, and the development lifecycle. These areas depend on one another, so a strong study plan should follow those dependencies instead of moving through topics in random order. DP-600 remains active as of October 23, 2026. The English skills update effective October 19 is now in force, so…

DP-700 in 2026: What Fabric Data Engineers Actually Need to Operate

DP-700 remains Microsoft’s active exam for Fabric Data Engineer Associate in 2026. The role is centered on data loading patterns, data architectures, orchestration, transformation, security, monitoring, and optimization inside Microsoft Fabric. It is not an “Azure data engineering” exam in the DP-203-era Azure data engineering model, even though many cloud data-engineering principles transfer directly. Candidates preparing for DP-700 should be comfortable with SQL, PySpark, and KQL, along with Fabric lakehouses, warehouses, notebooks, pipelines, Dataflow Gen2, OneLake, and real-time workloads. Microsoft’s English-language DP-700 skills update took effect on October 19, 2026….

AWS Cloud Practitioner CLF-C02: A Practical Study Plan

AWS Certified Cloud Practitioner remains the foundational AWS certification for people who need to understand the cloud without proving a specialist job role. The current CLF-C02 blueprint is deliberately broad: Cloud Concepts account for 24 percent of scored content, Security and Compliance for 30 percent, Cloud Technology and Services for 34 percent, and Billing, Pricing, and Support for 12 percent. That weighting immediately tells you what a good study plan should not do: spend weeks memorizing service trivia while neglecting shared responsibility, architecture principles, economics, and service selection. The exam…

AWS Certified AI Practitioner AIF-C01 Preparation Roadmap

AWS Certified AI Practitioner uses the AWS AIF-C01 exam to validate foundational AI, machine learning, generative AI, responsible AI, and security/governance knowledge on AWS. As of October 6, 2026, AWS Certified AI Practitioner remains current. The current AWS AIF-C01 exam guide is version 1.1, published April 30, 2026, and continues to cover AI/ML fundamentals, generative AI, foundation-model applications, responsible AI, and security, compliance, and governance for AI solutions. Introduction to AWS AI/ML Certifications and Key Features In the rapidly evolving field of artificial intelligence (AI) and machine learning (ML), professionals…

Microsoft PL-300 Study Plan: From Data Preparation to Power BI Service

The Microsoft PL-300 exam remains current on October 6, 2026 under the English blueprint dated April 20. A useful study plan follows the Power BI workflow: establish the analytical requirement, prepare data, build the semantic model, write and validate measures, design reports, analyze patterns, publish and refresh, then secure and operate the solution. Define the analytical problem and prepare data For the PL-300 study-plan capstone, hand a finished Power BI solution to another analyst and ask them to trace the business question back through visuals, measures, relationships, Power Query, and…

CompTIA Network+ N10-008 vs N10-009: What Changed?

CompTIA Network+ N10-009 is the current Network+ exam. CompTIA Network+ N10-008 is historical context only; this comparison should be used to understand what shifted into the current Version 4.0 objectives rather than as a choice between two active exam versions. The Network+ certification has continued to evolve as networking technologies, security requirements, and organizational needs have changed. The transition from CompTIA Network+ N10-008 to N10-009 represents a shift in focus toward modern networking environments, updated operational practices, and the skills required by today’s technology professionals. While both versions evaluate essential…

AWS SAP-C02 to SAP-C03 Solutions Architect – Professional Transition

AWS is transitioning Solutions Architect – Professional from AWS SAP-C02 to SAP-C03. AWS states that November 16, 2026 is the last day to take AWS SAP-C02, registration for SAP-C03 opens October 27, and SAP-C03 general availability begins November 17. Candidates already prepared for AWS SAP-C02 can still take it before the cutoff; later candidates should prepare for the updated SAP-C03 scope. AWS Certified Solutions Architect – Professional (AWS SAP-C02) Introduction to the AWS SAP-C02 Certification The AWS Certified Solutions Architect – Professional exam (code: AWS SAP-C02) is an advanced-level certification…

AI-900 Is Retired: What Changed With AI-901 Azure AI Fundamentals

Microsoft retired AI-900 on June 30, 2026. The current Azure AI Fundamentals exam is AI-901; candidates transitioning from older material can use the AI-901 beginner study path to structure their new Foundry and Python practice. That transition matters because Microsoft AI-901 is not simply AI-900 with a new code. The current exam still expects candidates to recognize core AI workloads and responsible-AI principles, but it also raises the practical baseline. Microsoft’s April 15, 2026 skills outline expects foundational technical ability, familiarity with Azure resources, Python syntax, and awareness of how…

AZ-800 After Retirement: Mapping Hybrid Core Skills to AZ-802

The AZ-800 exam is retired, but its hybrid-core content remains highly relevant to the current Microsoft AZ-802 Administering Windows Server exam. Candidates who already built a study plan around AZ-800 should map that work into the consolidated AZ-802 blueprint instead of discarding it. The new exam still expects AD DS, hybrid management, virtualization, networking, storage, security, and troubleshooting. The transition also simplifies certification planning. The former Windows Server Hybrid Administrator Associate path required AZ-800 and AZ-801; the current Microsoft page now centers the credential on AZ-802. That means the preparation…

Microsoft PL-200 Is Retired: Power Platform Skills for AB-410

PL-200 retired on August 31, 2026, but two of its most useful skill areas—Power Automate and environment management—remain central to current Power Platform work. New candidates should prepare for AB-410 rather than the retired Functional Consultant exam, while reusing the operating discipline that made reliable automation and controlled environments important in the first place. Model the process before building the flow Start with event, state, actor, decision, action, exception, and completion. A flow is easier to design when the business process is explicit. If a request can be approved, rejected,…

From NSE7_NST-7.2 to Fortinet NSE 7 Secure Networking

NSE7_NST-7.2 belongs to an older Fortinet certification era. Fortinet changed its program again on July 15, 2026, retiring the FCP, FCSS, and FCX labels and returning to an NSE 1–8 structure. That means an article telling candidates how to “ace NSE7 NST 7.2” as a current exam would now be misleading. The durable value of the old material is its subject matter: advanced network security, FortiGate behavior, troubleshooting, enterprise architecture, and operational judgment. Candidates searching for the retired name now need to understand the current Fortinet certification structure and the…

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