Dr. Estera Kot

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Fabric Falcons

A WhatsApp community for Microsoft Fabric. Five short posts a day, on two levels: Baseline and Advanced.

Dr. Estera Kot founded Fabric Falcons in October 2026 for people who want to learn Microsoft Fabric in the time it takes to read a message. Most members already use WhatsApp, so the learning comes to them there. There is no new app, no login, and no feed to chase. Each post carries one Fabric idea: a 15-second GIF you read, or a one-minute talk with a voice and subtitles. You watch it and move on with your day.

How to join

QR code to join the Fabric Falcons WhatsApp community

Scan the code with your phone camera, or tap the link on a phone with WhatsApp installed.

Join Fabric Falcons on WhatsApp

After joining the community, open the group that matches your level: Fabric Baseline, Fabric Advanced, or both. Announcements reach everyone automatically.

Membership is free. Posts are published under Dr. Kot's name and every technical claim is checked against Microsoft Learn documentation before it goes out.

What you get

Every publishing day, five posts explain one Microsoft Fabric topic each: animated GIFs and short narrated talks. Each level has its own group inside the community. Posts go out Sunday to Thursday at Doha daytime hours, never on Fridays, Saturdays, or Qatar public holidays.

LevelGroupWho it is forExample topics
L1Fabric BaselineNew to Fabric: analysts, managers, students, teams moving from Power BI or Azure SynapseOneLake, workspaces, lakehouse vs. warehouse, capacities
L2Fabric AdvancedHands-on builders: data engineers, architects, platform ownersSpark tuning, Native Execution Engine, Eventhouse and KQL, Real-Time Intelligence, Fabric IQ and ontology
L0AnnouncementsEveryoneFabCon, Fabric certifications and Applied Skills, new modules, topic votes

Recurring themes

The three falcons

Each feed carries its own falcon. All three fuse the falcon of Qatar with the Microsoft Fabric mark, in Qatar maroon and Fabric green, hand-built as vector art.

Fabric Falcons community logo: a falcon head split by the nine-tooth serration of the Qatar flag, maroon face and Fabric-green nape
Fabric FalconsCommunity and Announcements. The Qatar flag's serration splits the falcon head.
Fabric Baseline group logo: a heraldic falcon whose wings are built from the three ribbons of the Fabric icon
Fabric BaselineLevel 1. Wings made of the three Fabric ribbons.
Fabric Advanced group logo: a falcon woven in a maroon and green twill
Fabric AdvancedLevel 2. The falcon is woven, fabric in the literal sense.

Why falcons

Falconry is a living heritage across the Gulf, where Clouds on Mars is growing. A falcon is fast, precise, and sees the whole field from above. Those are the traits every post is meant to teach.

Who runs it

Dr. Estera Kot is a Microsoft MVP focused on Fabric Real-Time Intelligence and Fabric IQ, a former Principal Product Manager in the Microsoft Fabric product group where she owned the Apache Spark runtime and created the Native Execution Engine, and CTO at Clouds on Mars, a Microsoft partner for data and AI growing across the Gulf region. She also hosts Fabric Espresso and wrote the Microsoft Fabric implementation guide on this site.

Questions

What is Fabric Falcons?

A WhatsApp community for learning Microsoft Fabric, run by Dr. Estera Kot. Members receive five short posts a day, each explaining one Fabric idea as a 15-second GIF or a one-minute narrated talk with subtitles.

How do I join?

Open the join link on a phone with WhatsApp, or scan the QR code above. Then pick Fabric Baseline, Fabric Advanced, or both.

Baseline or Advanced?

Baseline if you are new to Fabric or moving from Power BI or Synapse. Advanced if you build on Fabric every day. Both is fine.

Is it free?

Yes.

When are posts published?

Five a day per group, Sunday to Thursday, at Doha daytime slots. Nothing on Fridays, Saturdays, or Qatar public holidays.