{
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  "owner": "Joey Wilkes",
  "source": {
    "filename": "2026-09 Links to Certification Credentials.docx",
    "snapshot": "2026-09",
    "metadataCheckedOn": "2026-10-01"
  },
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      "id": "google-ml",
      "title": "Professional Machine Learning Engineer",
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      "category": "AI & machine learning",
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      "topics": [
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        "Cloud"
      ],
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      "documentation": {
        "url": "https://cloud.google.com/learn/certification/machine-learning-engineer",
        "title": "Professional Machine Learning Engineer — Google Cloud",
        "reviewedOn": "2026-10-02",
        "overview": "This professional certification covers building and operating machine-learning and AI solutions on Google Cloud, from low-code modeling to production systems. Its current blueprint includes BigQuery ML and AutoML, model selection and adaptation, dataset preparation, notebook experimentation, training infrastructure, batch and online inference, pipeline automation, and production monitoring. It also includes generative-AI solution evaluation, prompt and context engineering foundations, responsible AI, and protections for data and models. The scope is organized around architecture, collaboration, scaling, serving, orchestration, and monitoring.",
        "topics": [
          "Low-code AI with BigQuery ML, AutoML, and model APIs",
          "Data exploration, privacy, feature handling, and notebook prototyping",
          "Model choice, training, tuning, and compute selection",
          "Batch and online inference, endpoint security, and serving scale",
          "Pipeline orchestration, retraining, metadata, and lineage",
          "AI safety, explainability, drift, and production evaluation"
        ],
        "references": [
          {
            "url": "https://services.google.com/fh/files/misc/professional_machine_learning_engineer_exam_guide_english_new.pdf",
            "title": "Professional Machine Learning Engineer Certification Exam Guide"
          }
        ],
        "excerpt": "A Professional Machine Learning (ML) Engineer builds, evaluates, productionizes, and optimizes AI solutions using Google Cloud capabilities",
        "publisher": "Google Cloud"
      },
      "detailPath": "credentials/google-ml/",
      "completedOn": "2024-12-31",
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    {
      "id": "aws-ai",
      "title": "AWS Certified AI Practitioner",
      "issuer": "Amazon Web Services",
      "category": "AI & machine learning",
      "kind": "Foundational certification",
      "image": "assets/artwork/aws-ai-practitioner.png",
      "credentialUrl": "https://www.credly.com/badges/2f2ec1ba-f2bd-40f1-b322-ec79e414ae00/public_url",
      "topics": [
        "Artificial intelligence",
        "AWS"
      ],
      "categories": [
        "AI & machine learning",
        "Cloud"
      ],
      "progressStatus": "completed",
      "linkLabel": "View credential",
      "documentation": {
        "url": "https://docs.aws.amazon.com/aws-certification/latest/ai-practitioner-01/ai-practitioner-01.html",
        "title": "AWS Certified AI Practitioner (AIF-C01) - AWS Certified AI Practitioner",
        "reviewedOn": "2026-10-02",
        "overview": "This foundational credential focuses on recognizing AI and machine-learning concepts, choosing suitable approaches for business needs, and understanding how AWS services support AI solutions. Its AIF-C01 guide covers the AI/ML lifecycle and use cases, generative-AI capabilities and limits, foundation-model application design and evaluation, prompt engineering, responsible-AI considerations, and security, compliance, and governance. The target exam role is oriented toward using AI/ML offerings rather than building models or deploying AI infrastructure.",
        "topics": [
          "AI/ML concepts, use cases, lifecycle, and outcome metrics",
          "Generative AI fundamentals, model limits, business fit, and AWS infrastructure",
          "Foundation-model selection, RAG, prompting, customization, and evaluation",
          "Responsible AI, fairness, explainability, and transparency",
          "AI system security, privacy, governance, and compliance"
        ],
        "excerpt": "This certification focuses on practical business applications of AI.",
        "publisher": "Amazon Web Services"
      },
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      "completedOn": "2026-01-30",
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      "topics": [
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        "FinOps"
      ],
      "completedOn": "2024-06-13",
      "categories": [
        "FinOps & cloud cost"
      ],
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      "linkLabel": "View credential",
      "documentation": {
        "url": "https://www.credly.com/org/the-linux-foundation/badge/finops-certified-engineer/",
        "title": "FinOps Certified Engineer",
        "publisher": "The Linux Foundation, listed on Credly",
        "reviewedOn": "2026-10-02",
        "overview": "FinOps Certified Engineer validates an engineering-focused grasp of cloud FinOps: making infrastructure decisions with cost and business value in view throughout the development lifecycle. The credential is aimed at engineers operating cloud infrastructure and covers practical disciplines such as efficiency, optimization, rightsizing, and tagging strategy. The Linux Foundation classifies it as an intermediate certification earned through study, activity-based learning, and a knowledge exam.",
        "topics": [
          "Cloud cost optimization",
          "Cloud efficiency",
          "Cloud financial management",
          "Cloud FinOps",
          "Rightsizing",
          "Tagging strategy"
        ],
        "excerpt": "cost-informed decisions throughout the development lifecycle"
      },
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      }
    },
    {
      "id": "focus-analyst",
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      "issuer": "FinOps Foundation",
      "category": "FinOps & cloud cost",
      "kind": "Certification",
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        "Cost & usage data",
        "FOCUS"
      ],
      "categories": [
        "FinOps & cloud cost"
      ],
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      "linkLabel": "View credential",
      "documentation": {
        "url": "https://www.credly.com/org/the-linux-foundation/badge/finops-certified-focus-analyst/",
        "title": "FinOps Certified FOCUS Analyst",
        "publisher": "The Linux Foundation, listed on Credly",
        "reviewedOn": "2026-10-02",
        "overview": "FinOps Certified FOCUS Analyst demonstrates practical working knowledge of the FinOps Open Cost and Usage Specification (FOCUS). It focuses on working with FOCUS-compliant billing datasets, converting non-conformant source data into FOCUS format, and using the specification’s use-case library to answer business questions. The Linux Foundation lists it as an intermediate certification built around at least five hours of study and activity-based learning, followed by an online knowledge exam.",
        "topics": [
          "FOCUS specification fundamentals",
          "Working with conformant billing datasets",
          "Converting source data into FOCUS format",
          "Applying the FOCUS Use Case Library",
          "Chargeback and allocation",
          "Cloud cost optimization"
        ],
        "excerpt": "use FOCUS-compliant datasets"
      },
      "detailPath": "credentials/focus-analyst/",
      "completedOn": "2025-02-05",
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    },
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      "id": "azure-fundamentals",
      "title": "Azure Fundamentals",
      "issuer": "Microsoft",
      "category": "Cloud",
      "kind": "Foundational certification",
      "image": "assets/artwork/azure-fundamentals.png",
      "credentialUrl": "https://learn.microsoft.com/api/credentials/share/en-us/JoeyWilkes-1001/AD3D2D6ABEDDDC66?sharingId=3F32F982CE31032D",
      "topics": [
        "Cloud computing",
        "Azure"
      ],
      "categories": [
        "Cloud"
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      "progressStatus": "completed",
      "linkLabel": "View credential",
      "documentation": {
        "url": "https://learn.microsoft.com/en-us/credentials/certifications/resources/study-guides/az-900",
        "title": "Study guide for Exam AZ-900: Microsoft Azure Fundamentals",
        "reviewedOn": "2026-10-02",
        "overview": "This beginner-level credential tests broad familiarity with cloud computing and Azure. Its AZ-900 blueprint spans cloud models, service types, shared responsibility, and consumption-based pricing; Azure’s core architecture, compute, networking, storage, identity, and security; and the tools used for cost control, governance, deployment, and monitoring. The exam is organized into three weighted areas: cloud concepts, Azure architecture and services, and Azure management and governance. The guide reviewed here lists skills measured as of July 20, 2026.",
        "topics": [
          "Cloud models, shared responsibility, service types, and cost models",
          "Azure regions, resource hierarchy, compute, and networking",
          "Storage options, migration, identity, and access controls",
          "Security concepts, including Zero Trust and defense in depth",
          "Cost management, policy, compliance, and resource administration",
          "Monitoring, service health, and operational guidance tools"
        ],
        "excerpt": "You can also describe features and tools to secure, govern, and administer Azure.",
        "publisher": "Microsoft"
      },
      "detailPath": "credentials/azure-fundamentals/",
      "completedOn": "2023-11-29",
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    },
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      "id": "greenops",
      "title": "Cloud GreenOps Philosopher",
      "issuer": "Greenpixie",
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      "topics": [
        "Cloud sustainability",
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        "Sustainability"
      ],
      "progressStatus": "completed",
      "linkLabel": "View credential",
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        "url": "https://academy.greenpixie.com/course/cloud-greenops-philosopher",
        "title": "Cloud GreenOps Philosopher",
        "reviewedOn": "2026-10-02",
        "overview": "An intermediate, one-hour course on starting a GreenOps initiative and advocating for cloud sustainability through business value, evidence, and stakeholder support.",
        "topics": [
          "Define GreenOps and the Philosopher role",
          "Use the five-step GreenOps Flywheel",
          "Plan a first practical use case",
          "Assess cloud carbon methods for different use cases",
          "Build business cases and advocate to stakeholders"
        ],
        "publisher": "Greenpixie"
      },
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    },
    {
      "id": "anthropic-skills",
      "title": "Introduction to agent skills",
      "issuer": "Anthropic Education",
      "category": "AI & machine learning",
      "kind": "Course completion",
      "image": "assets/artwork/anthropic-agent-skills.jpg",
      "credentialUrl": "https://verify.skilljar.com/c/i4mdmrt77b6o",
      "topics": [
        "AI agents",
        "Agent skills"
      ],
      "completedOn": "2026-07-08",
      "categories": [
        "AI & machine learning"
      ],
      "progressStatus": "completed",
      "linkLabel": "View credential",
      "documentation": {
        "url": "https://academy.claude.com/courses/introduction-to-agent-skills",
        "title": "Introduction to agent skills · Claude Academy",
        "reviewedOn": "2026-10-02",
        "overview": "A one-hour, six-lesson Claude Code course on creating, configuring, sharing, and troubleshooting reusable markdown instructions that Claude applies to matching tasks.",
        "topics": [
          "Understand skills, their locations, and request matching",
          "Create skills with valid SKILL.md frontmatter and verify loading",
          "Write effective descriptions and limit tools with allowed-tools",
          "Organize larger skills with progressive disclosure, references, and scripts",
          "Choose among skills, CLAUDE.md, subagents, hooks, and MCP servers",
          "Share skills and diagnose triggering, loading, conflicts, and runtime issues"
        ],
        "publisher": "Anthropic Education"
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      "completionDateSource": {
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        "checkedOn": "2026-10-02"
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    },
    {
      "id": "focus-intro",
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      "issuer": "FinOps Foundation",
      "category": "FinOps & cloud cost",
      "kind": "Course completion",
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      "credentialUrl": "https://verify.skilljar.com/c/888zd885g2hd",
      "topics": [
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        "FOCUS"
      ],
      "completedOn": "2024-08-19",
      "categories": [
        "FinOps & cloud cost"
      ],
      "progressStatus": "completed",
      "linkLabel": "View credential",
      "documentation": {
        "url": "https://www.finops.org/insights/focus-1-1-available/",
        "title": "FOCUS 1.1 Now Available. Adoption Continues for Practitioners and Vendors.",
        "publisher": "FinOps Foundation",
        "reviewedOn": "2026-10-02",
        "overview": "Introduction to FOCUS is a free entry-level course for people who consume FinOps reports or examine billing outputs without directly manipulating cost data. The FinOps Foundation says it covers FOCUS goals, sample use cases, and gathering FOCUS-formatted datasets. It offers organization-wide orientation for leadership, finance, procurement, product, engineering, allied personas, and people who build, market, or sell FinOps tools.",
        "topics": [
          "FOCUS purpose and goals",
          "Sample FOCUS use cases",
          "Gathering FOCUS-formatted datasets",
          "FOCUS orientation for FinOps report consumers"
        ],
        "excerpt": "This course covers the goals of FOCUS, sample use cases, and how to gather FOCUS-formatted datasets."
      },
      "detailPath": "credentials/focus-intro/",
      "completionDateSource": {
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      }
    },
    {
      "id": "finops-practitioner",
      "title": "FinOps Certified Practitioner",
      "issuer": "FinOps Foundation",
      "category": "FinOps & cloud cost",
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      "credentialUrl": "https://www.credly.com/badges/b2709299-45c8-4883-9665-503758019a86/public_url",
      "topics": [
        "Cloud financial management",
        "FinOps"
      ],
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      "categories": [
        "FinOps & cloud cost"
      ],
      "progressStatus": "completed",
      "linkLabel": "View credential",
      "documentation": {
        "url": "https://www.credly.com/org/the-linux-foundation/badge/finops-certified-practitioner.3/",
        "title": "FinOps Certified Practitioner",
        "publisher": "The Linux Foundation, listed on Credly",
        "reviewedOn": "2026-10-02",
        "overview": "FinOps Certified Practitioner establishes foundational working knowledge of FinOps principles, capabilities, and practices across business, IT, and finance. It prepares learners to make evidence-based decisions about cloud use and business value, with coverage organized around the FinOps lifecycle: Inform, Optimize, and Operate. The Linux Foundation positions it for people in cloud, finance, and technology roles; earning the credential requires course participation and a knowledge exam.",
        "topics": [
          "FinOps principles and framework capabilities",
          "Inform, Optimize, and Operate lifecycle",
          "Chargeback and allocation",
          "Cloud cost optimization and efficiency",
          "Reserved instance purchasing",
          "Rightsizing and tagging strategy"
        ],
        "excerpt": "make evidence-based decisions in near-real time",
        "references": [
          {
            "url": "https://training.linuxfoundation.org/certification/certified-finops/",
            "title": "FinOps Certification | FinOps Certified Practitioner & Professional"
          }
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      "linkLabel": "View credential",
      "documentation": {
        "url": "https://www.credly.com/org/the-linux-foundation/badge/finops-for-containers",
        "title": "FinOps for Containers",
        "publisher": "The Linux Foundation, listed on Credly",
        "reviewedOn": "2026-10-02",
        "overview": "FinOps for Containers recognizes learning focused on applying FinOps to shared container and Kubernetes environments. The Linux Foundation describes learners as able to communicate container costs with non-engineers, find wasted spend, set up cost observability, and address idle and shared resources. Its public badge also lists broad FinOps skills, while the course-specific outcomes center on visibility, attribution, and cost optimization for container workloads.",
        "topics": [
          "Communicating container costs with non-engineers",
          "Identifying wasted cost in container environments",
          "Cost observability and attribution",
          "Idle resource handling",
          "Shared cost allocation and showback"
        ],
        "excerpt": "identify sources of wasted cost in container environments"
      },
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    },
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      "id": "ai-value",
      "title": "AI Value (FinOps for AI)",
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      "category": "FinOps & cloud cost",
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        "title": "FinOps Certified: AI Value Self-Paced Course + Certification Exam",
        "reviewedOn": "2026-10-02",
        "overview": "Intermediate self-paced course and exam applying FinOps to AI spend and business value.",
        "topics": [
          "Manage training, inference, GPU, and billing costs.",
          "Explain AI spend to teams and leaders.",
          "Balance innovation with accountability.",
          "Align spend with best practices and KPIs."
        ],
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      },
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        "title": "FinOps Certified: AI Value Self-Paced Course + Certification Exam",
        "reviewedOn": "2026-10-02",
        "overview": "Introduces AI Value and its application of FinOps to AI.",
        "topics": [
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          "AI Value Introduction"
        ],
        "publisher": "FinOps Foundation"
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      "detailPath": "credentials/ai-value-introduction/"
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    {
      "id": "ai-value-l1",
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