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Cohort forming · limited seats Leave your details and an advisor will share the pricing and the founding-cohort offer, and help you secure a seat. Nothing due to apply.

60Live hours4Modules, M0 to M33Practice domains12+Tools, one reference each

Not sure it's for you? Don't take our word for it.

Why is data engineering the real bottleneck for enterprise AI?

Explore yourself
Sankar Vema

Instructor-led

Sankar Vema

Chief Technology and AI Officer, Zettamine

Taught live by a practitioner who has shipped at Fortune 500 scale and knows what an interviewer looks for.

Know your trainer

How it works

  • Tell us what you're after

    Two minutes: who you are, where you are, and what you want out of the program.

  • We line up your seat

    We handle the admin and share cohort dates and the founding-cohort offer with you first.

  • Learn live from industry experts

    The program is instructor-led by practitioners who know what the industry needs and what an interviewer looks for.

What else you get with GuildTrek

  • Micro-learning library

    Sharp 180-second lessons on demand, so no topic stays fuzzy.

  • AI mock interviews

    Practise with bots trained and tuned by industry experts in your field.

  • Mentors & community

    Live reviews and a cohort moving in the same direction as you.

  • Certification-ready

    Coursework aligned to the credentials that get you screened in.

What you walk away with

  • A complete, tested, orchestrated data platform you built and can defend, from batch lakehouse to streaming to the AI/ML data plane.
  • Two more portfolio threads in IoT telemetry and financial transactions, each with a full worked solution.
  • The habits that separate a notebook from a platform: contracts, quality gates, lineage, and cost control.
  • A working method for building and reviewing AI-written pipeline code you keep for the real job.

We strive for value, not valuation. You join a program built to make you genuinely capable, taught by people who have done the work.

Early access

Join the list for AI Data Engineering

Launching soon. It takes about two minutes.

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No fee due now. Instructor-led by industry experts. No spam, ever.

Good questions

What does it cost?

Fees are shared on enquiry. Apply or talk to an advisor and we will walk you through the pricing and any founding-cohort offer. Nothing is due to apply.

When does it start?

Cohort forming · limited seats Early-access members hear the dates before anyone else.

Do I need prior experience?

Here is what you need: You already build data pipelines or backend services; Comfortable in Python and SQL; Basic Git, the command line, and a cloud account; This is not a first data-engineering course, and not data science: no model training.

How much time will it take?

Live online on weekends: 3 hours on Saturday and 3 hours on Sunday, across ten weekends. Hands-on labs and the offline practice threads happen between sessions.

Ready when you are

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