Architecture, ingestion and storage
APIs, files and databases; batch, incremental, Parquet, partitions, schemas and idempotency.
Data fundamentals, accelerated by AI
AI-Augmented Data Engineering
Build reliable pipelines and accelerate your work with AI.
Design, deploy and operate a modern pipeline, using AI as a controlled copilot for SQL, testing, documentation and operations.
Data & AI EngineeringLIVE COURSE
24 h
of group sessions
Intermediate
level
FR + EN
Discord
01 — OUTCOME
What you’ll be able to do
Design a replayable ingestion and storage architecture
Model and transform data with SQL, DuckDB, Spark and dbt
Orchestrate reliable workflows with Airflow
Implement contracts, tests, lineage and observability
Use AI without delegating validation or production actions
02 — CURRICULUM
A clear, progressive learning path
Detailed content may evolve to stay aligned with current tools and practices.
Processing and analytical modeling
DuckDB, Spark, dbt models and AI-assisted SQL verified through tests and plans.
Reliable orchestration with Airflow
DAGs, tasks, assets, schedules, retries, timeouts, backfills and replayable workflows.
Contracts, quality and documentation
Data contracts, tests, freshness, SLAs and CI-validated documentation.
Observability, governance and cloud
Lineage, volumes, schemas, alerts, runbooks, personal data, secrets and least privilege.
Production engineering and capstone
CI/CD, deployment to the cohort’s selected cloud and response to a simulated incident.
Project & deliverables
- A versioned, runnable and deployable end-to-end pipeline
- A trust package: contract, models, tests, documentation and lineage
- An operations package: alerts, runbook and incident report
Prerequisites
Basic Python, SQL—SELECT, joins and aggregations—Git and command-line skills. Docker is helpful but not required.
03 — FORMAT
Live guidance, practice and feedback.
Group sessions
Demonstrations, exercises, reviews and Q&A over video calls.
Practical deliverables
Guided outputs that apply the skills to realistic scenarios.
Discord
A private space for announcements, questions and peer support.
04 — ENROLMENT
One clear plan, delivered live with the group.
One-time payment. Software subscriptions, API credits and cloud services are not included.
Voluntary satisfaction guarantee
Join with confidence: request a full refund before the second group session begins.
Cohort
€999 TTC
The complete course, delivered live with your group.
- 24 h of live group training
- Exercises and guided deliverables
- Supporting resources
- Private Discord
- Certificate of completion
Full refund on request before the 2nd group session.
The schedule is sent by email.
05 — FAQ
Before joining the cohort
How is the course delivered?
The course includes 24 hours of live group sessions, exercises, practical deliverables and supporting resources.
When will I receive the schedule?
The cohort schedule is sent by email.
What does the Cohort plan include?
The plan includes 24 hours of live group training, guided exercises and deliverables, supporting resources, access to the private Discord and a certificate of completion.
What certificate will I receive?
At the end of the course, you will receive a Genial AI Academy certificate of completion confirming that you completed the training. It is separate from a professional certification.
Is the course recorded?
The initial format is based on live sessions. Access to a complete recorded course library is not promised.
Can I pay by card or PayPal?
Yes. One-time payment is available by card through Stripe or with PayPal.
How does the guarantee work?
You may request a full refund before the second group session begins, without giving a reason.
Ready to begin?
A practical path, live interaction and a community to grow with.
View the plan