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.
Learning objectives
- Master advanced data quality techniques for enterprise IoT streams
- Develop automated pipelines for sensor and sensor data validation
- Design cleaning and profiling strategies for MQTT and LoRa in production
- Implement certifying metrics for professional connected data quality
- Optimize IoT data governance to boost team competencies
- Deploy real-time monitoring tools for maximum IoT reliability
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.
Program
Module 1IoT Data Quality: Advanced Profiling and Anomaly Detection (MQTT, Sensors)
Dive into in-depth analysis of IoT data streams from sensors via MQTT, using tools like Great Expectations and Pandas to profile massive datasets, detect abnormal patterns with advanced ML algorithms, perform practical exercises on real cases of corrupted LoRa data, produce detailed quality reports as immediate deliverables to assess your enterprise's data maturity.
Module 2IoT Data Quality: Cleaning and Automated Validation (LoRa, Sensors)
Build specialized IoT ETL pipelines with Apache NiFi and Spark to clean sensor data from LoRa networks, apply complex validation rules to MQTT metadata, test live on simulations of faulty sensors, integrate custom Python scripts for automatic enrichment, generate interactive dashboards with Grafana as concrete deliverables, strengthening the robustness of your professional connected systems.
Module 3IoT Data Quality: Governance and Expert Metrics (MQTT & LoRa)
Define comprehensive IoT data governance with Collibra adapted for MQTT and LoRa streams, implement advanced KPIs like completeness, accuracy, and freshness of sensor data, analyze case studies from leading IoT enterprises, develop custom quality scoring models via TensorFlow, export compliance certificates as deliverables, optimizing real-time decision-making processes for your professional projects.
Module 4IoT Data Quality: Real-Time Monitoring and Scalability (Sensors, IoT)
Deploy streaming data quality monitoring systems with Kafka and Prometheus for IoT sensors, configure automated alerts for MQTT/LoRa degradations, simulate massive loads to test scalability, integrate AI for predicting future anomalies, practice on AWS IoT Core cloud environments, produce rapid intervention playbooks as actionable deliverables, ensuring high availability in enterprise production.
Module 5IoT Data Quality: Integration and Final Project Certification (Sensors)
Integrate all learned techniques into a complete IoT capstone project involving MQTT, LoRa, and real sensors, audit end-to-end quality with tools like Monte Carlo, prepare an internal professional data quality competency certification, present your solution to an expert jury, receive a deliverable portfolio with source code and reports, validating your expertise for critical enterprise IoT deployments.
Evaluation method
- Advanced quizzes on IoT data quality and MQTT/LoRa protocols
- Practical case studies with real sensors and anomaly analysis
- Final certifying project: complete data quality pipeline deployment
Learning method
- 70% hands-on: practical workshops on IoT and data quality tools
- 30% theory: enterprise cases and expert best practices
- Adaptive learning via real-time remote feedback
- Qualiopi certification for professional competency validation
Methods, materials and delivery
The Data Quality IoT Training - Optimizing the Reliability of Connected Data 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 Data Quality IoT Training - Optimizing the Reliability of Connected Data 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 Data Quality IoT Training - Optimizing the Reliability of Connected Data 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
★★★★★
« 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 »
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.
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.
Internet des Objets
More programs in Internet des Objets.
Internet des ObjetsIndustry-certifiedAdvanced LoRaWAN Training - Deploy Reliable IoT Networks
$5,040Net · employer-funded
Internet des ObjetsIndustry-certifiedAdvanced MQTT Training - Deploy Secure and Scalable IoT
$3,780Net · employer-funded
Internet des ObjetsIndustry-certifiedAdvanced MQTT Training - Deploy Secure and Scalable IoT
$5,040Net · employer-funded
Internet des ObjetsIndustry-certifiedAdvanced MQTT Training - Deploy Secure and Scalable IoT
$6,300Net · employer-funded
Internet des ObjetsIndustry-certifiedAdvanced Raspberry Pi Training - Deploy Complex IoT Projects
$5,040Net · employer-funded
Internet des ObjetsIndustry-certifiedAdvanced Raspberry Pi Training - Deploy Scalable IoT Clusters
$3,780Net · employer-funded
Développement Web
More programs in Développement Web.
Développement WebIndustry-certifiedAPNs Training - Expert Scaling iOS Push Notifications
$2,640Net · employer-funded
Développement WebIndustry-certifiedASP.NET Core : Maîtriser le Développement Web Moderne
$6,600Net · employer-funded
Développement WebIndustry-certifiedATDD : Maîtriser l’Acceptance Test Driven Development en équipes agiles
$3,960Net · employer-funded
Développement WebIndustry-certifiedAWS IoT Core : Maîtrisez la gestion intelligente des objets connectés
$3,960Net · employer-funded
Développement WebIndustry-certifiedAWS Security Hub : Maîtriser la sécurité cloud avec AWS
$2,640Net · employer-funded
Développement WebIndustry-certifiedAccélérer vos modèles d’Intelligence Artificielle avec OpenVINO : de l’optimisation à la mise en production
$3,960Net · employer-funded
Design Graphique
More programs in Design Graphique.
Design GraphiqueIndustry-certifiedAdvanced DigitalOcean Training - Deploy Scalable Infrastructures
$3,780Net · employer-funded
Design GraphiqueIndustry-certifiedAdvanced Expo Training - Maximize ROI on Professional Trade Shows
$2,520Net · employer-funded
Design GraphiqueIndustry-certifiedAdvanced Mastery of Plotters for Large Format Printing: From Installation to Optimization
$3,960Net · employer-funded
Design GraphiqueIndustry-certifiedAdvanced PCI-DSS Training - Ensure Total Payment Security Compliance
$6,300Net · employer-funded
Design GraphiqueIndustry-certifiedAdvanced PCI-DSS Training - Master Expert Compliance
$6,300Net · employer-funded
Design GraphiqueIndustry-certifiedArticle 5 RGPD : Maîtriser les Principes Fondamentaux de la Protection des Données Personnelles
$1,320Net · employer-funded
Cloud Computing
More programs in Cloud Computing.
Cloud ComputingIndustry-certifiedAWS Auto Scaling : Maîtriser la gestion dynamique des ressources Cloud
$3,960Net · employer-funded
Cloud ComputingIndustry-certifiedAWS CDK : Maîtriser le Déploiement d’Infrastructure as Code sur le Cloud AWS
$3,960Net · employer-funded
Cloud ComputingIndustry-certifiedAWS CLI : Maîtrisez l’Interface en Ligne de Commande Amazon Web Services
$3,960Net · employer-funded
Cloud ComputingIndustry-certifiedAWS CLI Training - Automating Advanced Cloud Tasks
$2,640Net · employer-funded
Cloud ComputingIndustry-certifiedAWS CloudFormation : Maîtriser l’Infrastructure as Code pour Accélérer le Déploiement Cloud
$3,960Net · employer-funded
Cloud ComputingIndustry-certifiedAWS Data Pipeline : Maîtriser l’Automatisation et l’Orchestration des Données
$3,960Net · employer-funded
Your professional training, anywhere
Let's build
your next
program.
30 minutes with a learning advisor. No commitment. No sales pitch dressed up as a demo.
Reply within 24 h · Industry-certified · Corporate funding