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Training Soda - Mastering Data Quality and Versioning

Ref: DKR952
10 people max.
5500€ HT / per person
−15% from 2 people−30% from 3 people−50% from 5 people
Pay in 3 installments · +$170/day onsite · +$500 with certification exam
5 days
in-person

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Learning objectives

  • Master the installation and configuration of Soda for professional certifying projects
  • Develop data quality checks tailored to business needs
  • Integrate Soda with Git and GitHub for efficient pipeline versioning
  • Implement automated data scans through practical training
  • Optimize DevOps workflows using Soda skills in teams
  • Design alerts and reports for enhanced data observability

The Learni story

Founded by passionate learning and innovation experts, Learni's mission is to make professional training accessible to everyone, anywhere in the world. Our team operates in major hubs — London, New York, Boston — and internationally, to support talents and organizations in upskilling.

Don't let this gap widen

Why this program matters

  • Without this upskilling, your team accumulates a technological gap that translates directly into productivity loss.

  • Organizations that don't train their talents on key topics see their competitiveness drop.

  • Every quarter without training is a gap widening with competitors who invest.

  • The cost of inaction quickly exceeds that of well-targeted training.

Allan Busi
Allan Busi

Learni Trainer · Expert

73%productivity gap
×3cost of inaction

Program

Module 1Introduction to Soda: Installation and First Checks (Git Tools, Basic Configuration)

Discover Soda in detail during this first day dedicated to foundations. Install the tool on your machine with precise commands, configure the first YAML files to connect to data sources like PostgreSQL or Snowflake, perform practical exercises on simple datasets to validate basic quality, integrate Git from the start to version your configurations, and obtain a concrete deliverable like an initial Soda scan report.

Module 2Soda and Data Quality: Creating Advanced Checks (SQL Methods, Custom Metrics)

Dive into creating Soda checks tailored to your professional pipelines. Write SQL queries to detect duplicates, nulls, and anomalies, test metrics like freshness and volume on real enterprise cases, automate via CLI for quick runs, integrate GitHub examples for collaboration, and produce interactive dashboards as deliverables to strengthen your certifying training skills.

Module 3Soda Git/GitHub Integration: Pipeline Versioning (CI/CD Workflows, Collaborative Branches)

Learn to version your Soda checks with Git and GitHub in a DevOps environment. Create dedicated repositories, manage merges and conflicts on Soda YAML files, configure GitHub Actions for automated scans on every push, practice on simulated enterprise projects, collaborate in small groups to mimic real teams, and export a versioned pipeline as the day's main deliverable.

Module 4Soda in Production: Alerts and Observability (GitLab CI, Advanced Monitoring)

Scale up with Soda in production. Integrate with GitLab for robust CI/CD pipelines, configure Slack/Email alerts on quality failures, analyze trends via Soda Cloud, apply to large datasets in practical exercises, optimize performance with Git caching, generate consolidated reports for stakeholders—these deliverables directly boost your professional skills.

Module 5Advanced Soda Projects: Enterprise Cases and Certification (Complete DevOps Deliverables)

Finalize with a capstone project integrating all of Soda in an enterprise context. Deploy a full DevOps pipeline with Git versioning, quality checks, and monitoring, present your solutions in a pitch, receive personalized feedback, validate via Qualiopi certifying evaluation, access post-training resources for immediate implementation—these practical exercises ensure lasting skill development.

Evaluation method

  • Daily interactive quizzes on Soda and Git concepts
  • Practical case studies with real datasets
  • Final project versioned on GitHub, graded and certifying

Learning method

  • Active pedagogy with 70% hands-on practice on Soda/Git tools
  • Real enterprise DevOps cases for realistic immersion
  • Groups limited to 10 for personalized support
  • Digital resources post-training for review

Methods, materials and delivery

The Training Soda - Mastering Data Quality and Versioning program is delivered onsite or remote (blended-learning, e-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 Data Quality and Versioning 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 Data Quality and Versioning 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

Learni programs are available inter-company and intra-company, onsite or remote. Enrollments are possible up to 48 business hours before the program starts. Our programs are eligible for corporate funding paths. Contact us to discuss your training project and funding options.

Verified reviews

What our learners

4.9 · +100 verified reviews
★★★★★

« cool, j'ai appris des trucs »

TomFormation AWS — Cloud Practitioner
★★★★★

« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »

Eva CarpentierFormation LLM en Entreprise — Claude, ChatGPT, Mistral
★★★★★

« la formation dev etait intense mais grave bien. merci Anthony Khelil »

NolanDWWM - Développeur Web et Web Mobile
★★★★★

« 😊👍 »

AmbreDWWM - Développement Web & Mobile React
★★★★★

« bien 👍 »

Léo BlanchardFormation AWS — DevOps Engineer Professional
★★★★★

« Allan Busi t'es au top, continue comme ça. formation géniale »

MargotFormation Claude & ChatGPT — Comparatif et Cas d'Usage
★★★★★

« cool, j'ai appris des trucs »

TomFormation AWS — Cloud Practitioner
★★★★★

« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »

Eva CarpentierFormation LLM en Entreprise — Claude, ChatGPT, Mistral
★★★★★

« la formation dev etait intense mais grave bien. merci Anthony Khelil »

NolanDWWM - Développeur Web et Web Mobile
★★★★★

« 😊👍 »

AmbreDWWM - Développement Web & Mobile React
★★★★★

« bien 👍 »

Léo BlanchardFormation AWS — DevOps Engineer Professional
★★★★★

« Allan Busi t'es au top, continue comme ça. formation géniale »

MargotFormation Claude & ChatGPT — Comparatif et Cas d'Usage
★★★★★

« cool, j'ai appris des trucs »

TomFormation AWS — Cloud Practitioner
★★★★★

« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »

Eva CarpentierFormation LLM en Entreprise — Claude, ChatGPT, Mistral
★★★★★

« la formation dev etait intense mais grave bien. merci Anthony Khelil »

NolanDWWM - Développeur Web et Web Mobile
★★★★★

« 😊👍 »

AmbreDWWM - Développement Web & Mobile React
★★★★★

« bien 👍 »

Léo BlanchardFormation AWS — DevOps Engineer Professional
★★★★★

« Allan Busi t'es au top, continue comme ça. formation géniale »

MargotFormation Claude & ChatGPT — Comparatif et Cas d'Usage
Read all reviews
Our method

Training quality, guaranteed at every step

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.

Step 1

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.
Step 2

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.
Step 3

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.
Step 4

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.

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