Microsoft Fabric Analytics Engineer Readiness (DP-600)
Signature Course No. 521 — A Signature AI Socratic Coaching Course.
No experience needed — your coach starts where you are.
A New Kind of Learning
Socratic coaching, delivered by an agentic AI coach.
Not a course you watch. An AI coach you work with.
The Lighthouse Coach begins by discovering how you think about the subject, teaches what is missing, and gives you realistic practice before asking you to prove that you can use it. You may test out of concepts you already understand, while capstones turn the learning into a practical plan, decision, conversation, or other real-world result.
The curriculum is deliberately authored; the AI delivers it through coaching. It is not an AI randomly generating lessons.
A coach that teaches by asking — not by lecturing
The Lighthouse Coach is an AI Socratic coach built on Cognosco Learning's Microsoft Fabric Analytics Engineer Readiness (DP-600) course, in the Personal Effectiveness & Well-Being category. It does not play videos at you. It holds a conversation: it asks you a question, listens to your answer, names the misconception it hears, affirms what you got right, and asks the next question — the way a great coach works in the room.
Most Fabric failures are failures of early choice, discovered late. A team loads everything into a lakehouse because a lakehouse was the first item it created, then discovers the workload needed warehouse behavior. Or it copies data it could have shortcut, and now pays to store, refresh, and govern the same bytes twice. Or it builds a semantic model as a faithful copy of its source tables and then wonders why measures are slow, ambiguous, and quietly wrong. The platform did not fail. The decisions were never actually made; they were defaulted.
It starts with the estate itself. Concept 1 teaches the map directly: OneLake as the single storage heart, and tenant and capacity, workspace, and item as the layers every requirement must be placed into — because most scenario questions, in the examination and in the job, are placement questions in disguise. The remaining seventeen concepts work the chain in order: stores, doors, engines, shape, layout, security, operations — then models, measures, modes, refresh, lifecycle, and performance.
It works in two movements. First, Module 1 — The Estate: Data In, Shaped, and Governed — work through Concepts 1–9, finishing with The Fabric Estate Blueprint; then, Module 2 — The Meaning: Models, Measures, and Delivery — work through Concepts 10–18, finishing with The Production Delivery Plan.
Both capstones produce real artifacts — a complete Fabric estate blueprint for the running case, Nexaron Distribution: the estate placed layer by layer, stores, doors, and engines ruled with their deciding facts, the curated tables shaped and laid out, access enforced layer by layer, and an operating plan that keeps the 06:30 promise; and a complete production delivery plan: the semantic design with its governed measures, storage modes ruled and guarded, refresh orchestrated by dependency, promotion run as rehearsal, and performance proven from evidence.
The honesty standard is part of the course. Readiness is not a guarantee — no course can promise a pass, and this one does not. The course contains no examination items: every scenario is invented for teaching and resembles the examination in shape only. Version-specific claims — names, limits, and preview features that change between Fabric releases — are fenced to the course book's Appendix, labeled as version-sensitive, so the teaching never quietly expires underneath you.
The course is self-paced and always on — roughly 30 minutes per concept, about 9 hours in full, taken in as many sittings as you like. You can type your answers, or talk out loud: the Voice Coach speaks its questions and listens to your spoken replies. Learners who already know the material can test out concept by concept.
Microsoft Fabric Analytics Engineer Readiness (DP-600) is part of The Lighthouse Signature Series — the online counterpart to the one-day, in-person learning Cognosco Learning delivers.
Course Facts
One full concept, coached end to end — free: verify your email and we’ll send you a link to start.
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Diagnose → Learn & Practice → Prove → Capstone
Every learner moves through the same discipline a Cognosco instructor would insist on in the room.
Diagnose
The Coach starts where the course starts: with a reporting estate you know. Draw its chain from source system to reader in five hops or fewer — at which hops does the data get copied, and can you name a reason for each copy? When a requirement has gone wrong, did the cause live in an item, a workspace, a capacity, or the storage design — and how long did it take to locate the right layer? And facing a brand-new requirement tomorrow, is your first question a placement question or a tool question? Every concept opens with three questions that locate where you actually stand, and your answers shape how deeply the Coach works the concept with you. Everyone begins with Module 1 — no skipping the foundations you only think you have.
Learn & Practice
Work each concept in conversation with the Coach — spoken or written — then practice it against realistic situations until it holds up.
Prove
Every concept ends in proof: answer the check cold and demonstrate the skill. Know it already? Test out and take credit immediately.
Capstone
Finish with two capstones — The Fabric Estate Blueprint for Module 1 and The Production Delivery Plan for Module 2 — that pull the whole course together, and earn the certificate.
What You'll Learn
Judgment under constraint is the through-line. Almost every DP-600 scenario, and almost every real Fabric decision, has the same shape: a business need, a data shape, a freshness requirement, a security boundary, and a cost — and an answer that honors all five. This course gives you eighteen concepts for honoring all five, and makes you prove each one on fresh facts.
Module 1 builds the estate. The Fabric Estate — OneLake as the heart; Choose the Store — lakehouse or warehouse, on purpose; Capacity, Workspaces, and Domains — the estate's skeleton; Ingest Deliberately — four doors into OneLake; Transform with the Right Engine — Spark, SQL, or Dataflow; Shape the Tables — schemas people and engines can trust; Layout Decides Cost — files, partitions, and query bills; Secure and Govern — access by design, not by accident; and Monitor and Sustain — run the estate, do not just build it.
Module 2 gives the estate meaning and delivers it. Design the Semantic Model — the star is the contract; DAX Measures That Mean What They Say — totals, time, and filters; Relationships and Storage Modes — correct before fast; Direct Lake Judgment — the defining mode, and its fallback; Explore and Query with Discipline — endpoints without chaos; Orchestrate Refresh — promises kept by machinery; Lifecycle: Deploy What You Tested — pipelines and Git; Diagnose Performance from Evidence — measure, then mend; and Readiness: Decide Like an Engineer — the scenario discipline itself.
And it holds its boundary throughout. This course governs a platform generation — where data lives, how it moves, how it is shaped, how it is modeled for meaning, and how the whole estate is secured, deployed, and kept performing. Reporting foundations are assumed; every Fabric term is defined when it first appears and used consistently afterward.
What you will learn
- Read the Fabric estate as one system — OneLake, workspaces, capacities, and items — and place any requirement in the right part of it
- Choose between lakehouse and warehouse, and between ingestion routes, with reasons that survive a change of facts
- Transform and shape data with the right engine for the job, producing tables that are trustworthy, well-formed, and cheap to query
- Secure, govern, monitor, and sustain a Fabric estate without trading safety for usability or usability for safety
- Design semantic models on a star schema, and write DAX measures that mean what the business means
- Judge storage modes — Import, DirectQuery, and Direct Lake — including fallback, refresh, and performance consequences
- Orchestrate refresh, run deployment and Git lifecycle, and diagnose performance problems from evidence
- Answer scenario questions the way the credential samples them: constraint first, principle second, option last — with no promise made that judgment cannot keep
Everything in the course
- All 18 concepts of Microsoft Fabric Analytics Engineer Readiness (DP-600), in 2 modules
- A starting-point check first — the Coach finds where you actually stand before teaching
- Learn, Practice, Prove for every concept — no passive video watching
- A test-out on every concept: prove you know it and move on
- The Voice Coach: talk with the Coach out loud — it speaks, listens, and replies
- A personal Learner Record of your work across the course
- Two capstone exercises: The Fabric Estate Blueprint and The Production Delivery Plan
- A printable session summary whenever you pause
- The Lighthouse Coach completion certificate (Signature Series)
- Your progress is saved as you go — stop anytime, resume where you left off
Built for analytics engineers moving onto Fabric
Analytics engineers and BI developers moving onto Fabric — you know reporting well and need the platform underneath it (stores, ingestion, transformation, and lifecycle) at credential depth; and Power BI practitioners stepping up a generation, who recognize that the new credential is not their old one with a new code, and want the boundary taught honestly rather than assumed away.
Data engineers adopting Fabric from other estates — who need semantic modeling, DAX judgment, and the reporting-side disciplines their previous platform never asked of them; and candidates preparing for DP-600 who want readiness built on transferable judgment, so a scenario they have never seen still yields to principles they have practiced.
It assumes a working start, not Fabric experience — you can already read a table, write a basic query, and find your way around a BI report. It also assumes you want the credential for what it certifies: a credential earned by memorizing answers certifies memory, and this course aims at the other thing.
Prefer to learn live and in person? The same material anchors Cognosco's one-day programs — browse the in-person catalog.
Start with The Fabric Estate
$195 — introductory price. One payment. No subscription, no password to manage.
Here is exactly what happens when you enroll:
- Pay securely with Stripe — you are taken straight into the course
- Create your learner profile and begin the Module 1 starting-point check
- Save the access key you are given — it restores your enrollment on any device
- Learn at your pace; your progress is stored in your browser on your device
For the full voice experience, use Chrome and allow the microphone when asked. Typing your answers works everywhere, all the time. Questions before you enroll? Email hello@cognoscolearning.com.
Before you enroll
What is a Socratic coaching session?
A conversation, not a video. Your coach asks a question; you answer — out loud by voice, or by typing — and the coach responds to what you said: naming the misconception it hears, affirming what you got right, and asking the next question. You advance only when you have mastered each concept, so a finished course means the learning held.
How long does it take — and how long do I have?
About 30 minutes per concept. Learn in sittings of any length; your progress is saved as you go. You have a full year from purchase to finish, and you can revisit and retake within that year.
What does the certificate verify?
That you completed every concept and both capstones of this course. Anyone can confirm a Cognosco certificate online — enter its certificate ID on our verification page.
What if it isn't for me — what are the refunds?
If you have not started, cancel for a full refund within seven days of purchase. Once you have started, there is no cash refund — stop before finishing and we credit the full amount you paid toward any other course in the library (credit valid one year from your original purchase). Once you complete the course, no refund or credit applies.
More Signature Courses are coming
Microsoft Fabric Analytics Engineer Readiness (DP-600) is Signature Course No. 521. Leave your email and we'll send you news of future Signature Courses and Lighthouse updates as they are announced — nothing else.