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CERTIFICATION PREP

Prepare for the vendor's exam.

One track per certification: AWS, Azure, Google Cloud and Anthropic. Mapped to each vendor's published exam blueprint. Online and self-paced.

In preparation

None of these tracks is open yet, and nothing is on sale. The exam domains are mapped and the question banks are being written.

THE EXAMS

Seven certifications, four vendors.

  • Microsoft Azure Coming soon

    Azure AI Apps and Agents Developer

    AI-103

    Replaced AI-102 on 30 June 2026, so most material on the internet is for a retired exam.

    Join the waitlist →
  • Microsoft Azure Coming soon

    Fabric Data Engineer

    DP-700

    Replaced DP-203.

    Join the waitlist →
  • AWS Coming soon

    AWS Data Engineer — Associate

    DEA-C01

    Replaced the Data Analytics Specialty.

    Join the waitlist →
  • AWS Coming soon

    AWS Machine Learning Engineer — Associate

    MLA-C02

    Replaces MLA-C01, which retires in September 2026.

    Join the waitlist →
  • Google Cloud Coming soon

    Professional Data Engineer

    PDE

    A stable blueprint, which is why it is early in the queue.

    Join the waitlist →
  • Google Cloud Coming soon

    Professional Machine Learning Engineer

    PMLE

    Widely regarded as the most technically demanding of the cloud ML credentials.

    Join the waitlist →
  • Anthropic Free when it opens Coming soon

    Claude Certified Architect — Foundations

    CCAR-F

    The exam is open only to Claude Partner Network organisations, so nobody can sell prep for it — which is why nobody else is building any.

    Join the waitlist →

A SEPARATE PRODUCT

Passing an exam is not the same as doing the job.

Certification Prep

  • Promise: you can pass this exam
  • Syllabus: the vendor's exam blueprint
  • Shape: one track per certification
  • Vendor: one per track, by definition

Applied AI

  • Promise: you can do the work
  • Syllabus: ours
  • Shape: five role tracks, T1–T5
  • Vendor: neutral — no platform privileged
About Applied AI →

They are sold separately and neither includes the other. We teach you to build in Applied AI; here we help you prove it to an employer who asks for a badge.

QUESTIONS

Before you join the waitlist.

Is this part of Applied AI?

No. Applied AI is our five role tracks — our own syllabus, teaching you to do the work. Certification Prep follows a vendor’s published exam blueprint and teaches you to pass that exam. They are separate, and neither includes the other: an Applied AI track or All-Access pass does not include certification prep.

Can I buy one yet?

Not yet. The tracks are mapped to each exam’s published domains and the question banks are being written. Nothing is on sale and we are not taking payment. Join the waitlist for the exam you need and we will tell you when it opens.

Why one track per certification?

Because the blueprint belongs to the vendor and changes on their schedule — nine credentials changed during 2026. Keeping each exam separate is what lets us keep each one current, and covering every vendor on its own terms is what vendor-neutral means here.

Why will the Claude certification be free?

Because it cannot be sold. Anthropic’s exam is open only to organisations in the Claude Partner Network, so paid prep would sell study for a test most people cannot book. When our track opens it will be free.

Where do the questions come from?

We write them ourselves, against the vendor’s published exam guide. We do not use questions copied from real exams or from anyone else’s question bank.

Tell us which exam you are preparing for.

We will let you know when that track opens — and it tells us which to finish first.

Join the waitlist