Rigorous trainer selection
Each trainer is validated on three criteria: hands-on field expertise, proven pedagogy and alignment with your industry.
- Triple validation: technical, pedagogical, sectoral.
- Minimum rating 4.8/5 over the last 12 sessions.
Training Soda - Mastering Professional Data Quality
Trusted by — schools, companies and industrial groups
40,841 programs · 25 countries
Every program built with a dedicated engineer
Companies: Aptar, ArcelorMittal, Equans, EDF, Ubisoft and Microsoft.
Soda 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
Soda curriculum: 3 modules over 3 days
Module 1 : Soda 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 2 : Advanced 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 3 : Soda 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.
How Soda skills are assessed
- Multiple-choice quiz to validate learning outcomes at the end of the training
- Continuous assessment through practical exercises on Soda scans
- Presentation of the red thread data quality project
How the Soda course is taught
- Courses led by an active expert data engineering trainer
- Practical exercises on real business cases with Soda
- Progressive red thread project on a complete data pipeline
- Complete course materials and YAML templates provided to each participant
Soda training: access and practical arrangements
The Training Soda - Mastering Professional Data Quality program is delivered onsite or remote (blended-learning, virtual classroom, remote presence). At Learni, an industry-certified training organization, every program is built to maximize skills acquisition regardless of the chosen format.
The trainer alternates between demonstrative, interrogative and active methods (through hands-on labs and/or scenarios). This pedagogical approach guarantees concrete learning that's immediately applicable at work.
Equipment required
For the smooth delivery of the Training Soda - Mastering Professional Data Quality program, the following equipment is required:
- Mac or PC computers, high-speed fiber internet, whiteboard or flipchart, projector or interactive touch screen (for remote sessions)
- Training environments installed on workstations or accessible online
- Course materials, hands-on exercises and complementary resources
- Post-training access to materials and educational resources
For intra-company training on a site outside Learni, the client commits to providing all required teaching materials (computers, internet, etc.) for the smooth delivery of the program in line with the prerequisites in the communicated program.
* contact us for remote delivery feasibility** ratio varies depending on the program
Skills assessment methods
Assessment of skills acquired during the Training Soda - Mastering Professional Data Quality program is performed through:
- During training: case studies, hands-on labs and professional scenarios
- End of training: self-assessment questionnaire and skills evaluation by the trainer
- After training: completion certificate detailing acquired skills
Program accessibility
Learni is committed to making its programs accessible. All our programs are accessible to people with disabilities. Our teams are available to adapt the pedagogical methods to your specific needs. Please contact us for any adjustment request.
Enrollment terms and lead times
Registration is possible up to 48 business hours before the start of training. All our programs are built for corporate L&D budgets and delivered onsite or remotely.
The Learni story
Founded by engineers and learning experts, Learni's mission is to make high-impact tech training accessible to teams everywhere. We work remotely with organizations across the US and Canada, in your time zone, to help teams upskill fast.
Our method
How Learni guarantees the quality of your Soda training
Before, during, after: we frame the brief, introduce the trainer, tailor the content and measure impact. You stay in control from kickoff to wrap-up.
You meet the trainer beforehand
30-minute video call between you and the selected trainer to validate the fit, adjust content and clear any final doubts.
- Live briefing on goals and team context.
- Veto right — we swap the trainer for free if needed.
Content tailored to your context
No recycled slides. The syllabus is reworked from your real cases: tools, constraints, vocabulary, ongoing projects.
- Hands-on cases drawn from your stack and projects.
- Program co-written then validated by your team.
Continuous quality follow-up
Live evaluations, 30/90/180-day check-ins and a consolidation plan. If the impact misses the mark, we rework it.
- NPS, knowledge quizzes and skills self-assessment.
- Satisfaction guarantee: fully satisfied or free rework.
A simple promise: you don't pay to discover the trainer on day one. Everything is validated upfront, by you.
Our social commitment
A school kit donated to a child for every training booked
To fight inequalities in access to education, Learni donates a complete school kit to a child in need for every training booked. You build your skills, a child heads back to school.
- Backpack, notebooks and essential supplies
- Distributed through our partner charities
- Included, at no extra cost to you
FAQ
Soda: frequently asked questions
Which tools are used in Soda training?+
Hands-on work runs on soda Core, YAML, datasets, dbt, python and data pipelines. Those tools come from the Soda program itself, delivered on site over 3 days, so participants practise on the stack they will use at work.
What can participants do after Soda training?+
They can master the fundamentals of Soda for professional data quality tests, configure Soda scans in enterprise data pipeline environments and develop custom checks in YAML tailored to business needs. Those are the stated objectives of the Soda program at Beginner level, checked by the end-of-session assessment.
What does the Soda program cover, day by day?+
Day 1: Soda Fundamentals: installation and first quality scans (Soda Core, YAML, datasets). Day 2: Advanced Soda Checks: customization and integrations (dbt, Python, data pipelines). Day 3: Soda Deployment: professional monitoring and reporting (Soda Cloud, alerts, dashboards). The Soda program runs over 3 days, delivered on site.
How is Soda training assessed?+
Assessment relies on multiple-choice quiz to validate learning outcomes at the end of the training, continuous assessment through practical exercises on Soda scans and presentation of the red thread data quality project. Learni issues a completion certificate together with the individual assessment report at the end of the Soda program, which an L&D team can file as evidence.
How much does Soda training cost per participant?+
Soda training costs $3,465 per participant. For an in-company team, the flat rate starts at $6,290 for the whole group, up to 8 people. The detailed quote, sent within one business day, adjusts the amount to the format and how far the syllabus is tailored to your team.
How long does Soda training take?+
3 days, available live online (US time zones) or on-site at your offices. Half-day tracks spread over several weeks are possible so the team stays operational.
Who pays for Soda training?+
Most US teams pay directly through their company L&D or training budget. Learni invoices in US dollars and accepts bank transfer (ACH/wire) or card, with volume pricing for teams. A purchase order is welcome.
What do participants need to know before Soda training?+
SQL basics, basic knowledge of Python and YAML for configuring simple pipelines.
Is a certificate issued after Soda training?+
Yes. A Learni completion certificate is issued, along with the individual evaluation report. Learni is a certified training provider and prepares for third-party certifications, but does not award them itself.
Does Learni provide the equipment for Soda training?+
No. A computer and a stable internet connection are required for each participant. Learni provides the learning platform, the trainer and all course materials.
Your professional training, anywhere
Let's build your Soda learning path.
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