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      "validity": "2 years",
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      "path": "exams/databricks/ml-associate",
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      "duration": "120 minutes",
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      "status": "active",
      "duration": "90 minutes",
      "questions": "60 multiple choice and multi-response",
      "passing_score": "75 percent",
      "cost": "325 USD (bundles with training discount)",
      "validity": "2 years",
      "delivery": "Online proctored via Linux Foundation portal",
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      "provider_name": "IBM Cloud",
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      "status": "active",
      "duration": "4 hours (240 minutes)",
      "questions": "150 multiple-choice",
      "passing_score": "450 / 800 (scaled)",
      "cost": "$575 ISACA member / $760 non-member",
      "validity": "3-year CPE cycle",
      "delivery": "PSI test centers OR online-proctored",
      "format": "Linear, fixed-form, computer-based",
      "languages": "English, Chinese (Simplified), French, German, Hebrew, Italian, Japanese, Korean, Spanish, Turkish",
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      "validity": "3 years (perpetual with maintenance)",
      "delivery": "PSI testing centers and online proctored",
      "format": "Linear, fixed-form",
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      "duration": "120 minutes",
      "questions": "100",
      "passing_score": "700 out of 1000",
      "cost": "Free exam and free self-paced training through the ISC2 One Million Certified in Cybersecurity initiative; an Annual Maintenance Fee applies once certified",
      "validity": "3 years, maintained with continuing professional education credits and the AMF",
      "delivery": "Pearson VUE test center, or online proctored where available",
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      "delivery": "Pearson VUE only",
      "format": "Computerized Adaptive Testing (CAT)",
      "languages": "English",
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      "id": "kubernetes/capa",
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      "questions": "60",
      "passing_score": "75%",
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      "id": "kubernetes/cca",
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      "name": "Cilium Certified Associate (CCA)",
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      "name": "Certified GitOps Associate (CGOA)",
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      "duration": "2 hours",
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      "delivery": "PSI online proctoring (remote only)",
      "format": "Performance-based (hands-on terminal tasks on live Kubernetes clusters)",
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      "id": "kubernetes/ckad",
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      "id": "kubernetes/cks",
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      "passing_score": "67%",
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      "duration": "90 minutes (some sources cite 120)",
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      "delivery": "Online proctored, browser-based terminal",
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      "name": "OpenTelemetry Certified Associate (OTCA)",
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      "passing_score": "75%",
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