Custom Courseware · Track 03

Databricks training built around your business.

When standard courses don't cover your technology, workflows, or industry requirements, we develop custom Databricks training from scratch. Designed around your environment, delivered by technical experts, and owned by your organisation.
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Is this right for you?

Custom content is the right choice in three specific situations

Most needs are well served by standard Academy ILTs or Datapao's portfolio. Knowing where your need falls on the content spectrum is the first step.
Standard
Academy or Datapao portfolio modules delivered as-is.
IP: Datapao / Databricks
Tailored
Portfolio modules selected and matched to your personas, prior knowledge, and use cases.
IP: Datapao
Custom
Purpose-built for your specific architecture, tooling, naming conventions, data, and use cases.
Client owns the materials on full payment

Three signals you need custom courseware

Industry-specific content that doesn't exist in any curriculum

Regulatory requirements, domain-specific data types, or use-case patterns generic training doesn't address, a pharma company on validated pipelines, a bank on regulatory-constrained model deployment. The content has to be purpose-built.

A proprietary architecture or migration standard labs can't represent

A custom in-house Lakehouse platform, non-standard Unity Catalog structure, internal tooling, or a large legacy migration. Standard labs bear no resemblance to what your engineers actually work on.

A combined or evolving audience no single track covers

Platform architects, data engineers, and the use-case teams migrating behind them where splitting into separate programmes creates more overhead than one custom programme.

The development process

Build around your use cases.

Designed by specialists who know how to make technical learning work.
Custom ILT development starts with your environment, your workflows, and the capabilities your teams need to build. Our enablement specialists combine deep Databricks knowledge with extensive training experience to turn real technical requirements into practical, relevant learning.
DISTINCTIVE: THE EMBEDDED ENABLEMENT SPECIALIST
We embed a specialist with your team to build training around your reality.

For deeply tailored programmes, a dedicated enablement specialist works closely with your team to understand real use cases, representative datasets, workflows, and capability gaps. They translate that context into a structured training programme that reflects how your teams actually work, rather than adapting a generic course after the fact.

step 01
Discovery & use-case mapping
Define objective, personas, scope, and constraints. Capture topic requests per stakeholder and map each to a planned module and asset.
step 02
Dataset curation
Identify real use cases and select or synthesise representative datasets. Content is anchored in your actual data and workflows.
step 03
Content development
Slides, notebook demos and labs, migration guides, capstones, knowledge checks every asset tailored, adjusted to run on your infrastructure, integrated with your LMS.
step 04
Review & pilot
Your SMEs review for accuracy and industry correctness. Larger programmes run a pilot with a small cohort before full rollout.
step 05
Delivery (ILT or TTT)
Delivered by the engineers who built it or train-the-trainer to enable your own instructors. Private, with office hours alongside.
Intellectual property

Custom courseware developed by Datapao is owned by the client on full payment. All materials - slides, lab notebooks, guides, facilitator and participant workbooks, transfer to the client, with unlimited reuse for internal deliveries. Datapao retains the right to reuse internal development patterns and lab-architecture approaches, not to deliver the same custom content to other organisations.

The authors and instructors

Technical depth, carried all the way into the classroom.

Great technical training requires more than good course material. Our content is developed by Databricks-focused enablement specialists and delivered by instructors who understand both the technology and how people learn it. Authors and instructors work from the same objectives, context, and programme design, so the intent behind the content is never lost in delivery.
Deep expertise, designed for learning
Our courseware combines strong Databricks subject-matter knowledge with practical training experience. Complex technical concepts are turned into structured learning paths, hands-on exercises, and examples that help participants build skills they can actually use.
Content grounded in your environment
For tailored programmes, we incorporate your use cases, workflows, architectural patterns, and representative datasets into the learning experience. The result feels relevant from the first session,  not like generic training your team has to translate into its own reality.
Scope

What Datapao builds and what's not in scope.

Custom Courseware is the development and delivery of net-new instructor-led training content built on your data and environment, not the modification of existing standard courses.
In scope
Custom Courseware
  • Net-new slide content written from your brief, prioritised for your personas
  • Notebook demos and labs built on your own use cases and datasets
  • Step-by-step guides for your specific migration or workflow
  • Capstones based on your existing use cases; knowledge checks on your concepts and steps
  • Industry-specific context, regulatory framing, and domain examples throughout
  • Content adjusted to run on your infrastructure and integrated with your LMS
  • Delivery by the engineers who built it, or train-the-trainer to enable your instructors
  • Participant Datapao certificates
  • IP transfer on full payment with unlimited internal reuse
Not in scope
Handled by other tracks
  • Adjusting examples in a standard Academy ILT (ILT tailoring)
  • E-learning / self-paced-only modules (Custom Courseware is instructor-led; TTT and self-paced-ready assets are produced as part of an ILT build)
  • Platform development, data infrastructure, or software engineering (see Build & Migrate Your Platform)
  • Ongoing content maintenance post-delivery (separate agreement)
In practice

Portfolio training,personalised to a team.

OTP Bank

Upskilling One of Central and Eastern Europe’s Leading Banks for the Databricks Era

Datapao Education was selected to design and deliver a bespoke, end-to-end Databricks enablement programme tailored to OTP’s specific technical environment, compliance requirements, and diverse workforce.
Programme
10-week programme
Scale
Expansion from one pilot cohort to ten additional cohorts
Reach
Approximately 150 professionals trained
Read the whole study
Financial Services & Insurance

Your environment is unique. Your training should be too.

Tell us what your team needs to learn and where standard training falls short. We'll design practical, hands-on Databricks courseware around your architecture, tools, and real use cases.
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