Is the training Qualiopi certified?

Yes, Learni is a Qualiopi-certified training organization. This certification guarantees the quality of our courses and enables funding through OPCO and other mechanisms.

How can I fund my training?

Our courses are eligible for OPCO funding. Learni supports you through the funding process. A personalized quote is available upon request.

What are the prerequisites for this training?

The prerequisites for the Advanced dbt Training - Optimize Data Pipelines and Automated Tests training are: Advanced mastery of SQL, intermediate dbt experience, knowledge of Jinja and data modeling.. A preliminary interview validates your eligibility.

Is the training available in person?

Yes, the Advanced dbt Training - Optimize Data Pipelines and Automated Tests training is available in in-person. The format can be adapted to your needs (inter, intra, custom).

Advanced dbt Training - Optimize Data Pipelines ... | Learni

The story of Learni

Founded by passionate advocates of learning and innovation, Learni set out to make professional training accessible to everyone, everywhere in the world. Our team works in the largest cities such as Paris, Lyon, Marseille, and internationally, to support talents and organizations in their skills development.

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Methods, approaches, and teaching resources

The Advanced dbt Training - Optimize Data Pipelines and Automated Tests training is delivered in-person or remotely (blended-learning, e-learning, virtual classroom, remote in-person). At Learni, a Qualiopi-certified training organization, each program is designed to maximize skills acquisition, regardless of the training mode chosen.

The trainer alternates between demonstrative, interrogative, and active methods (through practical exercises and/or real-world scenarios). This pedagogical approach ensures concrete and directly applicable learning in the workplace.

Teaching resources provided

To ensure the quality of the Advanced dbt Training - Optimize Data Pipelines and Automated Tests training, Learni provides the following teaching resources:

Mac or PC computers, high-speed fiber internet, whiteboard or flipchart, video projector or interactive touchscreen (for remote sessions)
Training environments installed on workstations or accessible online
Course materials, practical exercises, and supplementary resources
Post-training access to materials and teaching resources

For in-house training at a location external to Learni, the client ensures and commits to having all necessary teaching materials (IT equipment, internet connection...) for the proper conduct of the training action in accordance with the prerequisites indicated in the communicated training program.

* contact us for remote feasibility** ratio varies depending on the training followed

Assessment methods

The assessment of skills acquired during the Advanced dbt Training - Optimize Data Pipelines and Automated Tests training is carried out through:

During training: case studies, practical exercises, and professional scenarios
At the end of training: self-assessment questionnaire and skills evaluation by the trainer
After training: training completion certificate detailing acquired skills

Training accessibility

Learni is committed to the accessibility of its professional training programs. All our training programs are accessible to people with disabilities. Our teams are available to adapt teaching methods to your specific needs. Do not hesitate to contact us for any accommodation request.

Training program

Module 1Advanced dbt Models: Jinja and Conditional Logic

Dive into creating sophisticated dbt models by mastering Jinja for dynamic transformations, complete exercises on real datasets to build incremental views, test basic macros, produce your first automated snapshots, and analyze real business cases to accelerate your data pipelines from day one.

Module 2dbt Data Tests and Quality: Robust Strategies

Learn to deploy generic and custom tests to validate data integrity, configure advanced validation schemas with dbt, practice on real error scenarios for real-time corrections, generate automated quality reports, integrate complex assertions, and leave with ready-to-use templates to secure your data warehouses.

Module 3dbt Performance and Macros: Pro Optimization

Optimize your dbt jobs by analyzing execution profiles, develop advanced macros to factorize SQL code, experiment with partitioning and incrementality techniques on large volumes, measure live performance gains, customize open-source dbt packages, and build a scalable project that halves your processing times.

Module 4dbt Deployment and CI/CD: Secure Production

Master dbt Cloud for automated deployments, integrate GitHub Actions and Terraform for smooth CI/CD, simulate dev/staging/prod environments on real cases, debug advanced production errors, complete a full project portfolio, and benefit from an action plan to scale your dbt pipelines in the enterprise right away.