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.
1 seat held for the next session
30:00Held for another
Request a call back and an advisor reaches you within 24 business hours, Monday to Saturday.
Trusted by — schools, companies and industrial groups
Every program built with a dedicated engineer
Learning objectives
- Master the tidyverse for manipulating massive datasets
- Create advanced visualizations with ggplot2 and ggplots
- Perform multivariate analyses and statistical modeling
- Automate data pipelines with purrr and furrr
- Optimize performance with data.table and parallelization
- Develop reproducible scripts and R Markdown reports
Our social commitment
A school kit donated to a child for every training
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.
- Backpack, notebooks and essential supplies
- Distributed through our partner charities
- Included, at no extra cost to you
The Learni story
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
Why this program matters
Without advanced R mastery, you lose 40% of time on tedious manipulations, make 25% more errors in multivariate analyses impacting strategic decisions, miss crucial insights on massive datasets costing up to 50k€ in missed opportunities.
Your basic visualizations dilute impact with executives, slow scripts hinder urgent projects, trained competitors outpace you in data science.
Invest 21 hours to triple productivity, avoid financial losses, and excel in complex analyses starting tomorrow.
Program
Module 1Advanced Data Manipulation: tidyverse, dplyr, tidyr (cleaning, transformation, joins)
Dive into the tidyverse to transform complex datasets, clean real data from Kaggle with dplyr and tidyr, perform advanced joins on concrete business cases, create custom pipelines through interactive exercises, produce your first optimized tibbles and export them to CSV or RDS, all while gaining speed and precision for smooth analyses.
Module 2Visualization and Statistics: ggplot2, corrplots (graphs, advanced tests)
Create impactful dashboards with ggplot2 on multivariate datasets, explore correlations via corrplots and heatmaps, perform ANOVA tests and multiple regressions on marketing case studies, customize themes and facets during practical exercises, generate publication-ready graphics, boost your data storytelling for irresistible presentations.
Module 3Modeling and Automation: lm/glm, purrr, R Markdown (models, scripts, reports)
Develop linear and generalized models with lm/glm on real data, automate with purrr for parallel loops, integrate everything into interactive R Markdown reports, optimize with data.table on large volumes, test on final projects like sales predictions, leave with ready-to-use scripts and a concrete portfolio to impress recruiters.
Evaluation method
- Daily technical quiz
- Final project on real dataset
- Pre/post competency self-assessment
Learning method
- 70% practical exercises
- Business case studies
- Individual code support
Methods, materials and delivery
The Training R Advanced - Master Complex Data Analysis 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.
Equipment required
For the smooth delivery of the Training R Advanced - Master Complex 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 R Advanced - Master Complex 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
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.
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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FAQ
Frequently asked questions
How much does the Training R Advanced - Master Complex Data Analysis training cost?+
The individual price is $3,465 (USD). The team / on-site group package is shown on the course page. A detailed quote is sent within one business day.
How long is the Training R Advanced - Master Complex Data Analysis training?+
The training lasts 3 journées, available live online (US time zones) or on-site at your offices.
How is this training paid for?+
Most US teams pay directly through their company (L&D or training budget). We invoice in US dollars and accept bank transfer (ACH/wire) or card, with volume pricing for teams. A purchase order is welcome.
Are there any prerequisites?+
Mastery of R basics (syntax, data.frames, functions), knowledge of descriptive and inferential statistics.
Is a certificate delivered at the end?+
Yes. A Learni completion certificate is issued, along with the individual evaluation report.
Does Learni provide the equipment?+
No. A computer and stable internet connection are required for the participant. Learni provides the educational platform, the trainer and all course materials.
On-site & remote
This training across cities
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