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 Training Soda - Mastering Professional Data Quality training are: SQL basics, basic knowledge of Python and YAML for configuring simple pipelines. A preliminary interview validates your eligibility.

Is the training available in person?

Yes, the Training Soda - Mastering Professional Data Quality training is available in remote. The format can be adapted to your needs (inter, intra, custom).

Training Soda - Mastering Professional Data Quality | 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 Training Soda - Mastering Professional Data Quality 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 Training Soda - Mastering Professional Data Quality 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 Training Soda - Mastering Professional Data Quality 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 access terms and deadlines

Training objectives

Master the fundamentals of Soda for professional data quality tests

Configure Soda scans in enterprise data pipeline environments

Develop custom checks in YAML tailored to business needs

Integrate Soda with tools like dbt, Airflow, and databases

Analyze scan results to optimize data skills

Implement continuous certified monitoring of data quality

Training program

Module 1Soda Fundamentals: installation and first quality scans (Soda Core, YAML, datasets)

Quick installation of Soda Core in a virtual environment, creation of your first scan on real enterprise datasets, definition of basic checks in YAML to validate data freshness, completeness, and uniqueness, execution of interactive scans with immediate trainer feedback, practical exercises on concrete cases like an e-commerce pipeline, production of an initial quality report and personalized improvement plan to boost your skills from day one.

Module 2Advanced Soda Checks: customization and integrations (dbt, Python, data pipelines)

Development of complex business checks in YAML to detect anomalies, duplications, or biases in your data, seamless integration of Soda with dbt for automated tests in CI/CD, connection to various sources like PostgreSQL or BigQuery through guided exercises, use of Python for advanced assertions on massive volumes, setup of a complete data pipeline with Airflow, collaborative analysis of results to identify immediate professional gains, deliverable: reusable checks template certifying your data quality skills.

Module 3Soda Deployment: professional monitoring and reporting (Soda Cloud, alerts, dashboards)

Configuration of Soda Cloud for real-time monitoring of enterprise data pipelines, setup of Slack or email alerts on quality failures, creation of interactive dashboards for executive reporting, optimization of scans for scalable production environments, end-to-end tests on the red thread project with simulated deployment, expert trainer review of YAML code, finalization of a certified rollout plan for your organization, immediate valorization of your new skills for reliable and performant data projects.