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faviens

Workshop · On demand

Data Workshop

Data as a first-class product, from raw input to modelling and management.

From raw input to a trusted, well-managed foundation. We help data teams treat data as a first-class product, structure it for real analytical and ML work, and manage its lifecycle in modern cloud environments.

Details

Duration
2–3 hours, depending on your needs.
Languages
German, English
Locations
Zürich, Basel, Bern, Zug, Luzern, Winterthur, St. Gallen, Genf, Lausanne, Remote / online
Booking
On-demand, booked by the client for their team.
Prerequisites
Basic Python or a comparable language helps, but is not a prerequisite.

Agenda

Data as a product

Treating data as a value-generating asset, not a byproduct.

Data storage

Choosing the right home for structured and unstructured data.

Data processing

From raw signal to a clean, trusted foundation.

Data modelling

Structures that carry analytics, ML, and everything downstream.

Data management

Lineage, versioning, and governance without the overhead.

From pattern to practice

Turning the concepts into a roadmap for your team.

Who it's for

  • Data engineers, analysts, and scientists
  • Tech leads and CTOs shaping data strategy
  • Research and engineering teams working with real-world data

Format

  • Interactive workshop with hands-on exercises
  • Grounded in theory and industry best practices
  • Bring-your-own datasets from your team's work

What you'll take away

Data as a product Storage, processing, and pipelines Modelling for analytics and ML Management, governance, and rollout

Frequently asked

How long does the workshop take?

2–3 hours, depending on your needs.

Is the workshop on-site or remote?

Either. On-site in Zürich, Basel, Bern, Zug, Luzern, Winterthur, St. Gallen, Genf, Lausanne and elsewhere in Switzerland, or remote as an online session.

Which language is the workshop held in?

In German or English, as agreed.

What background do participants need?

Basic Python or a comparable language helps, but is not a prerequisite.

How many participants is the workshop designed for?

Usually up to 20 participants. Larger groups on request.

Can we bring our own use case?

Yes. We work with your use case where you have one, and with our reference example where you do not. What you bring shapes the workshop more than any slide does.

What happens to the material we bring?

It stays yours. Documents, data and questions raised in the workshop are used for the workshop only and are not shared. We are happy to sign a confidentiality agreement beforehand.

How is the workshop booked?

On-demand, booked by the client for their team.

Ready to start?

Let's talk about your project.

info@faviens.com