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 M language functions to optimize queries in certified professional training
- Develop custom M scripts to automate the cleaning of massive enterprise data
- Design complex transformations tailored to industrial and robotics data flows
- Implement dynamic M parameters for certified and reusable reports
- Optimize Power Query M performance in Industry 4.0 environments
- Acquire professional skills in debugging and M code modularity
- Deploy scalable M solutions for production data analysis
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 1Advanced Power Query M Language Fundamentals: Syntax and Native Functions (Structured Exercises, First Scripts)
Discover the in-depth basics of the M language with practical exercises on data types, operators, and let functions, applied to industrial datasets from robotic sensors. Transform complex tables into cleaned streams, create your first reusable scripts for the enterprise, test in real-time in Power BI, and produce a deliverable: a basic M module certifying your professional skills.
Module 2Custom Power Query M Language Transformations: Nested Tables and Iterations (Robotics Cases, Advanced Loops)
Dive into List and Record with workshops on Table and List functions to break down PLC logs. Implement recursive loops to process industrial hierarchies, apply each and generate to real-time data, debug common errors live, integrate complex if-then-else conditions, and complete an exercise: automated transformation of a robotics data flow into a pivoted table ready for enterprise analysis.
Module 3User-Defined Power Query M Language Functions: Modularity and Reusability (Personal Libraries, Parameterization)
Build custom M functions to accelerate industrial ETL processes, parameterize dynamic queries with Function and Record.Field, integrate nested calls for robotics pipelines, test scalability on massive volumes, optimize with local variables, collaborate by sharing modules via Power BI Service, and deliver a project: a reusable M library for Industry 4.0 data cleaning, certifying advanced skills.
Module 4Performance and Debugging in Power Query M Language: Query Optimization (Profiler, Folding, Advanced PLC Cases)
Master Query Diagnostics to identify bottlenecks in industrial processing, apply native folding to SQL and CSV robotic sources, reduce loading times by 70% using advanced M techniques, handle errors with try-otherwise, profile real automate scenarios, integrate buffers for heavy iterations, and produce a report: optimization of a heavy M query demonstrating concrete enterprise gains.
Module 5Expert Power Query M Language Deployment: BI Integration and Production (Complete Workflows, Final Certification)
Deploy M solutions in production with gateways and scheduled refreshes for Industry 4.0 dashboards, integrate with Power BI and Excel for live robotics reports, secure scripts with enterprise best practices, simulate PLC maintenance cases, review personal projects in groups, assess via a final challenge, and obtain your certification: a complete M ETL workflow ready to enhance your professional skills.
Evaluation method
- Daily interactive quizzes on key M concepts
- Practical end-of-training project with deployable M script
- Continuous assessment through exercises and personalized feedback
Learning method
- 70% hands-on approach with real industrial cases
- Small groups for individualized coaching
- Power BI and Excel tools in a simulated robotics environment
- 3-month post-training support for enterprise implementation
Methods, materials and delivery
The Training Power Query M Language 2026 - Automating Industrial Data Analysis 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 Power Query M Language 2026 - Automating Industrial Data Analysis 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 Power Query M Language 2026 - Automating Industrial Data Analysis 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.
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