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.
Describe your need, get a tailored program and a pre-filled quote in 3 min. A 100% free call with an advisor.
1 seat held for the next session
Request a call back and an advisor reaches you within 24 business hours, Monday to Saturday.

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.
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.
Don't let this gap widen
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.
Participants discover the fundamentals of Polars applied to testing. They explore the APIs, compare Polars with Pandas, and complete practical exercises in loading and filtering test data. Real-world cases include preparing datasets for Selenium and Cypress. Deliverables: functional Polars scripts and initial performance benchmarks.
This day covers advanced integration of Polars with Cypress and Playwright. Learners build real-time data validation workflows, automate complex assertions, and manage large volumes. Exercises based on real enterprise cases with reporting and optimization of Polars queries for professional testing.
Focus on expert use of Polars combined with Jest and JUnit for unit and integration tests. Participants implement dynamic mocks, optimize execution times, and create certifying test suites. Practical cases on legacy projects and new frameworks with optimized code deliverables.
Experts design Polars-based test architectures within CI/CD pipelines. They deploy parallelization strategies, manage errors, and ensure traceability. Exercises on distributed environments with Selenium tools and advanced reporting for modern enterprise needs.
Final day dedicated to auditing and certifying testing processes with Polars. Participants complete a full project, validate acquired skills, and present their deliverables. Focus on professional best practices, documentation, and sustainability of enterprise skills.
The Training Polars 2026 - Optimizing Automated Tests 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.
For the smooth delivery of the Training Polars 2026 - Optimizing Automated Tests program, the following equipment is required:
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.
Assessment of skills acquired during the Training Polars 2026 - Optimizing Automated Tests program is performed through:
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.
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.
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.
Each trainer is validated on three criteria: hands-on field expertise, proven pedagogy and alignment with your industry.
30-minute video call between you and the selected trainer to validate the fit, adjust content and clear any final doubts.
No recycled slides. The syllabus is reworked from your real cases: tools, constraints, vocabulary, ongoing projects.
Live evaluations, 30/90/180-day check-ins and a consolidation plan. If the impact misses the mark, we rework it.
A simple promise: you don't pay to discover the trainer on day one. Everything is validated upfront, by you.
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Graphic DesignIndustry-certifiedAvailable on-site and remotely. Pick your city to see the local training center.
30 minutes with a learning advisor. No commitment. No sales pitch dressed up as a demo.