Author

James Capparell

AWS Architect & Analyst

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Articles by this Author

AI Readiness: How to Get Your Data Actually AI and ML Ready

A practical, no-hype guide to AI readiness: how to define an AI business goal, assess whether your data can actually support machine learning, run exploratory data analysis, and know when the honest answer is "not yet."

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How to Pass the Claude Certified Architect Exam (Study Plan + Free Practice Questions)

We're putting 10 senior engineers through Anthropic's Claude Certified Architect exam. Here's the study plan, the official resources, the anti-patterns the exam loves to disguise, and what it actually takes to pass.

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Discover How Many IPv4 Addresses You will be Charged For

A guide to AWS IPv4 address charges — breaking down how public IP billing works, what gets counted, and practical steps to reduce costs across all your accounts.

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How to Read IPv6 Addresses

A clear guide to reading IPv6 addresses — covering address structure, shorthand notation, prefix lengths, and how they function within AWS networking environments.

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Steps to Upgrade IPv4 to IPv6

A step-by-step guide to upgrading from IPv4 to IPv6 — covering planning, dual-stack setup, DNS updates, and key AWS-specific network considerations for your team.

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