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.
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
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.
Discover advanced techniques for testing Dataflow transformations with Apache Beam, using Pytest to simulate massive data and validate isolated DoFns. Perform exercises on real pipelines to detect memory leaks early, configure mocks for external IO like Pub/Sub, produce coverage reports with at least 90% coverage, and apply these skills to a concrete enterprise case for immediate QA.
Dive into comprehensive functional testing of Dataflow pipelines, orchestrating jobs via Dataflow Runner to simulate real flows. Integrate BigQuery to verify aggregations, develop assertions on schemas and data volumes, test network error resilience with fault-injection scenarios, generate result dashboards via Jupyter, and apply everything to a data warehouse project to boost your professional certifying skills.
Integrate Dataflow tests into CI/CD pipelines using Jenkins or GitHub Actions, configure parallel tests on Dataflow for faster feedback, automate Beam templates for secure deployments, measure coverage with Codecov, manage ephemeral test environments on GCP, simulate load spikes to validate scalability, and complete with a production-ready deliverable for enterprise, strengthening your software quality assurance skills.
Optimize Dataflow pipeline performance through load testing with Apache JMeter integrated into Beam, monitor CPU metrics and watermarks with Stackdriver, identify bottlenecks in massive shuffles, apply advanced tuning like custom windowing, test scalability up to 1M events/second, produce quantified optimization reports, and explore real enterprise cases for certifying and performant data QA.
Master Dataflow security testing with IAM scans and Data Loss Prevention, validate GDPR compliance on sensitive flows, integrate mutation tests for robustness, deploy a complete QA framework with Slack alerting, review best practices for zero-downtime, and conclude with a capstone project on a real e-commerce pipeline to earn a certifying attestation valuing your advanced software testing skills.
The Training Dataflow - Mastering Advanced Pipeline Tests 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.
For the smooth delivery of the Training Dataflow - Mastering Advanced Pipeline 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 Dataflow - Mastering Advanced Pipeline 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.
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.
« cool, j'ai appris des trucs »
« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »
« la formation dev etait intense mais grave bien. merci Anthony Khelil »
« 😊👍 »
« bien 👍 »
« Allan Busi t'es au top, continue comme ça. formation géniale »
« cool, j'ai appris des trucs »
« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »
« la formation dev etait intense mais grave bien. merci Anthony Khelil »
« 😊👍 »
« bien 👍 »
« Allan Busi t'es au top, continue comme ça. formation géniale »
« cool, j'ai appris des trucs »
« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »
« la formation dev etait intense mais grave bien. merci Anthony Khelil »
« 😊👍 »
« bien 👍 »
« Allan Busi t'es au top, continue comme ça. formation géniale »
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.
Développement LogicielIndustry-certified
Développement LogicielIndustry-certified
Développement LogicielIndustry-certified
Développement LogicielIndustry-certified
Développement LogicielIndustry-certified
Développement LogicielIndustry-certified
Développement WebIndustry-certified
Développement WebIndustry-certified
Développement WebIndustry-certified
Développement WebIndustry-certified
Développement WebIndustry-certified
Développement WebIndustry-certified
Robotique & IndustrieIndustry-certified
Robotique & IndustrieIndustry-certified
Robotique & IndustrieIndustry-certified
Robotique & IndustrieIndustry-certified
Robotique & IndustrieIndustry-certified
Robotique & IndustrieIndustry-certified
Développement MobileIndustry-certified
Développement MobileIndustry-certified
Développement MobileIndustry-certified
Développement MobileIndustry-certified
Développement MobileIndustry-certified
Développement MobileIndustry-certified30 minutes with a learning advisor. No commitment. No sales pitch dressed up as a demo.