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.
Trusted by — schools, companies and industrial groups
Learning objectives
- Optimize processing of large data volumes with data.table and dplyr.
- Develop advanced predictive models using lm, glm, and randomForest.
- Create interactive visualizations with ggplot2 and Shiny.
- Automate data workflows with purrr and futures.
- Deploy R applications in production via R Markdown and plumber.
- Analyze time series with forecast and tsibble.
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 this advanced R training, risk 30% time lost on slow scripts handling large datasets, predictive model errors costing 20k€ in wrong decisions like false churns in retailers, static dashboards ignored by management, junior data scientists outpacing seniors stuck on base R, 40% data projects abandoned due to lack of advanced expertise, stagnant salaries under 60k€ vs 80k€+ for certified professionals, missed Big Data opportunities in 70% of French companies.
Program
Module 1Advanced Data Manipulation: data.table, dplyr, tidyr (tools, exercises, real datasets)
Dive into optimizing your R scripts by manipulating millions of rows with data.table for ultra-fast joins, chain with dplyr for smooth pipelines, tidyr for restructuring complex datasets, complete exercises on real cases like e-commerce log analysis, produce ready-to-use automated reports, all while gaining speed and precision to boost your daily productivity.
Module 2Statistical and Predictive Modeling: lm, glm, caret (models, validations, predictions)
Build generalized linear regressions with glm to predict customer churn, explore randomForest via caret to classify medical images, validate your models with cross-validation and ROC curves, apply on real Kaggle datasets like Titanic survival, generate reliable predictions with confidence intervals, transform your analyses into actionable insights that impress your stakeholders.
Module 3Visualization and Deployment: ggplot2, Shiny, R Markdown (dashboards, apps, deployed deliverables)
Create publication-ready graphics with ggplot2 to explore temporal trends, develop interactive dashboards via Shiny for live KPI monitoring, integrate everything into R Markdown reports exportable to PDF/HTML, deploy apps on shinyapps.io with plumber for data APIs, test on real business projects like sales tracking, leave with a concrete portfolio showcasing your advanced R expertise.
Evaluation method
- Technical quizzes, practical exercises, final data modeling project, post-training MCQ.
Learning method
- 99% hands-on with real cases, individualized exercises, personalized coach feedback.
Methods, materials and delivery
The Advanced R Training - Master Complex Statistical Models 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 Advanced R Training - Master Complex Statistical Models 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 Advanced R Training - Master Complex Statistical Models 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 Advanced R Training - Master Complex Statistical Models training cost?+
The individual price is $3,465, and the team / on-site price is $6,064 (USD). A detailed quote is sent within one business day.
How long is the Advanced R Training - Master Complex Statistical Models 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 basic R, vector programming, 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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