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Exam guides, study plans and what changed — for the AI certifications we cover.
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AI-901 study guide: domains, format and a 4-week plan
AI-901 Microsoft Azure AI Fundamentals study guide: the two skill areas, exam format, a 4-week plan and the traps that cost marks.
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A study guide for AIF-C01, the AWS Certified AI Practitioner exam: format, the five weighted domains, a 4-week plan and the traps that cost marks.
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AIP-C01 study guide: domains, format and a 4-week plan
A study guide for AIP-C01, the AWS Certified Generative AI Developer Professional exam: format, five weighted domains, a 4-week plan and common traps.
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A study guide for CCAO-F, Claude Certified Associate: Foundations: exam format, the seven weighted domains, a 4-week plan and where marks are lost.
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CCAR-F study guide: domains, scenarios and a 4-week plan
A study guide for CCAR-F, Claude Certified Architect: Foundations: format, the six exam scenarios, five weighted domains, a 4-week plan and traps.
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CCAR-P study guide: domains, format and a 4-week plan
A study guide for CCAR-P, Claude Certified Architect: Professional: exam format, the seven weighted domains, a 4-week plan and common traps.
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CCDV-F study guide: domains, format and a 4-week plan
A study guide for CCDV-F, Claude Certified Developer: Foundations: exam format, the eight weighted domains, a 4-week plan and common traps.
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A DB-GENAI-ASSOC study guide for the Databricks Certified Generative AI Engineer Associate: format, fee, six domains, a 4-week plan and traps.
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GAIL study guide: Generative AI Leader domains and plan
A GAIL study guide for the Google Cloud Generative AI Leader exam: format, fee, the four weighted domains, a 4-week plan and common traps.
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GES-C02 study guide: SnowPro Specialty Gen AI exam
A GES-C02 study guide for the SnowPro Specialty: Gen AI exam: format, fee, the four weighted Cortex domains, a 4-week plan and common traps.
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GH-300 study guide: domains, format and a 4-week plan
A study guide for GH-300, the GitHub Copilot certification exam: format, the six weighted skill areas, a 4-week plan and the traps that cost marks.
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A study guide for the LCAE LangChain Certified Agent Engineer exam: format, the four equally weighted domains, a 4-week plan and common traps.
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MLA-C02 study guide: domains, format and a 4-week plan
A study guide for MLA-C02, the updated AWS Certified Machine Learning Engineer Associate exam: beta format, four domains, a 4-week plan and traps.
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A study guide for NCA-GENL, the NVIDIA-Certified Associate Generative AI LLMs exam: format, the five weighted domains, a 4-week plan and common traps.
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A study guide for NCP-AAI, the NVIDIA-Certified Professional Agentic AI exam: format, ten weighted domains, a 4-week plan and where candidates lose marks.
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A study guide for NCP-GENL, the NVIDIA-Certified Professional Generative AI LLMs exam: format, ten weighted domains, a 4-week plan and common traps.
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A PMLE study guide for Google Cloud Professional Machine Learning Engineer: exam format, fee, six weighted domains, a 4-week plan and traps.
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Why exam dumps put your certification at risk
What exam dumps are, what AWS, Microsoft and Google candidate agreements say about them, the stated penalties, and how to spot original practice material.
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