Certifications

AZ-204, Developing Solutions for Microsoft Azure, retired on July 31, 2026 together with the Azure Developer Associate certification. Microsoft replaced that credential direction with Azure AI Cloud Developer Associate and the AI-200 exam, Developing AI Cloud Solutions on Azure. The transition is not a simple renaming of AZ-204. The old exam covered broad Azure application development: App Service, Functions, containers, storage, Cosmos DB, authentication, messaging, APIs, caching, monitoring, and application integration. AI-200 keeps several of those durable back-end development skills but reorganizes the role around building cloud components for AI…

The Microsoft AZ-104 exam remains active in October 2026 and Microsoft’s English skill outline was refreshed on April 17. The Azure Administrator role still centers on implementing, managing, securing, and monitoring an Azure environment across identities and governance, storage, compute, networking, and resource monitoring. That broad scope is why Microsoft AZ-104 preparation should be operational rather than purely conceptual. Candidates need to configure resources, understand effective state, troubleshoot failures, automate repeatable work, and explain the security and governance consequences of changes. A strong study manual therefore follows the life of…

Microsoft retired Exam AI-900: Azure AI Fundamentals on June 30, 2026. The Azure AI Fundamentals certification itself did not disappear; Microsoft replaced the exam with Microsoft AI-901 and changed the expected beginner profile substantially. Anyone finding an old AI-900 course, practice test, or article should separate durable concepts from retired-exam preparation. The active target is AI-901, whose English-language skills were updated on April 15, 2026. The beginner study roadmap can help identify which Foundry implementation tasks an older resource does not cover. AI-900 is retired as an exam Microsoft’s retirement…

The Microsoft DP-900 exam remains the active Microsoft Azure Data Fundamentals exam in October 2026. Microsoft refreshed the English skills measured on July 21, 2026. The certification is designed for candidates beginning to work with data in the cloud and covers core data concepts, relational data, non-relational data, and analytics workloads on Azure. DP-900 is foundational, which means it should build a mental model rather than deep administration skill. You should know why relational and non-relational systems differ, why transactional and analytical workloads have different priorities, and how Azure data…

AZ-900 remains Microsoft’s active Azure Fundamentals exam in 2026. The current English-language skills outline was updated on July 20, 2026, and the structure is still deliberately broad: cloud concepts, Azure architecture and services, and Azure management and governance. The exam is designed for technology professionals who want a working foundation in Azure rather than deep implementation expertise. That makes AZ-900 useful for beginners, career changers, technical managers, developers moving into cloud work, and administrators who need to understand the Azure platform before specializing. It also means the right study strategy…

Fortinet Certified Professional (FCP) is now a legacy credential label. Fortinet changed the NSE Certification Program on July 15, 2026, expanding it to eight NSE certification levels across four tracks: Secure Networking, Security Operations, Cloud Security, and SASE. Active FCP certifications remain in a learner’s history, while qualifying holders can be mapped into the new NSE structure under Fortinet’s transition rules. The practical question is no longer how to earn FCP, but which FCP-era network-defense skills still matter and where they fit in the current NSE program. FCP Is Now…

Fortinet Certified Expert (FCX) is a historical certification label. Fortinet retired FCX along with FCF, FCA, FCP and FCSS on July 15, 2026 as the program expanded to NSE levels 1–8. Active FCX holders received an NSE 8 certificate under the transition rules, while their legacy achievement remained in their certification history. A new expert candidate should now plan around NSE 8, not an obsolete FCX exam. The Fortinet certification catalog provides an overview, but expert eligibility depends on details that a broad catalog cannot resolve: active lower-level credentials, matching…

Fortinet Certified Solution Specialist (FCSS) is a historical certification name, not a badge that a new candidate should try to earn in October 2026. Fortinet replaced FCF, FCA, FCP, FCSS and FCX on July 15, 2026 with NSE levels 1–8 and track-specific credentials. The useful question for someone holding FCSS or studying an older FCSS course is which technical skills still apply, how their passed exams map to current NSE certifications and which new prerequisite might be missing. There is no one-to-one replacement for every historical FCSS exam. Fortinet mapped…

The Google UX Design Certificate is a structured online learning program for people who want to understand user experience design, research, wireframing, prototyping and usability testing. It can be a useful entry point, but the certificate alone does not make someone a job-ready designer in every market. A credible portfolio, feedback and practice still matter. The program is delivered through a learning platform and emphasizes practical projects. Course structure, supported tools, subscription fees and available support differ by location or change over time. Verify current details through Google’s own certificate…

Google’s Project Management Professional Certificate is an online, beginner-level learning program delivered through Coursera. It introduces project initiation, planning, risk, stakeholder communication, execution and Agile methods with practical exercises. It can help a career changer build a vocabulary and portfolio, but it does not replace paid project experience. As of October 2026, Coursera currently lists a seven-course series, including an AI-assisted job-search course. Some older regional Grow with Google pages describe six core project-management courses. Check the exact live curriculum for your enrollment rather than relying on a dated blog’s…

A useful route to Google’s Professional Machine Learning Engineer certification begins with the work an engineer must actually defend: choose an appropriate AI approach, obtain trustworthy data, evaluate the model, make deployment reproducible and detect failures after release. It is not a shopping list of Google Cloud AI products. Google’s current exam covers both conventional machine learning and generative AI. Its published scope includes architecting low-code AI solutions, collaborating on data and models, scaling prototypes, serving models, automating ML pipelines and monitoring AI solutions. Google says the exam has been…

The Professional Cloud DevOps Engineer exam is about keeping change safe while systems remain reliable. It connects development, infrastructure, delivery pipelines and production operations. A good candidate can show how a build becomes a deployable artifact, how reliability is measured and how to reverse a harmful change without turning a small incident into a wider outage. Google’s current exam description covers organizational bootstrapping, site reliability engineering (SRE), CI/CD and continuous testing across application, infrastructure and machine-learning workloads, observability, incident troubleshooting, and performance or cost optimization. The standard exam is two…

Google Cloud’s Professional Cloud Network Engineer exam tests the engineering decisions behind private networks, load balancing, hybrid links, secure traffic and network incidents. Passing a configuration quiz is not the same as explaining what happens when routes, DNS, identity and firewall policy interact during a production failure. The current certification describes six capabilities: plan a VPC network, implement VPCs, configure managed network services, build hybrid or multicloud connectivity, troubleshoot operations and secure cloud networks. Google lists a two-hour exam with 50–60 multiple-choice and multiple-select questions, no formal prerequisite and recommended…

Lean improvement is often reduced to a list of waste categories or a workshop about tidier workspaces. That misses the operating idea. Lean asks an organization to understand what customers value, see how work actually flows, remove obstacles that do not create value, and build a system that keeps improving after the initial project ends. The lasting benefit comes from making improvement part of daily management rather than a one-time cost-cutting event. Continuous improvement can be incremental or breakthrough, but it depends on a closed learning loop: identify an opportunity,…

A Six Sigma Green Belt project is not simply a collection of quality tools. It is a structured attempt to improve a process by defining a meaningful problem, measuring current performance, identifying verified causes, testing improvements, and controlling the gains. The discipline matters because organizations often jump from a visible symptom to a favored solution without proving what actually drives the problem. ASQ describes Green Belts as practitioners who analyze and solve quality problems and participate in quality-improvement projects, often supporting or working under Black Belt leadership. The project is…