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
- Manipulate complex datasets with dplyr and tidyr
- Visualize advanced data using ggplot2
- Perform multivariate statistical analyses
- Build predictive models with caret
- Automate workflows using custom functions
- Produce interactive reports with R Markdown
- Optimize R code for high performance
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 intermediate R training, your analyses drag on for hours lost in poorly optimized code, with 30% errors in manual cleanings leading to erroneous business decisions costing thousands of euros.
Your basic visualizations go unnoticed in meetings, while competitors armed with ggplot2 and caret capture 25% more attention.
Career stagnation risk: 40% of untrained data analysts struggle to build predictive models, blocking promotions.
Avoid mental overload on complex datasets, project delays up to 2 weeks, and frustration from underutilized R against dominant Python.
Invest 28 hours to multiply productivity x3, reliable insights, and boosted CV.
Program
Module 1Advanced Manipulation: dplyr, tidyr (cleaning and reshaping datasets)
Dive into smooth transformation of massive data, apply pipes to chain operations, clean real datasets from sales or surveys, perform practical exercises on complex joins, produce tidy tibbles ready for analysis, all while gaining speed and precision for immediate insights.
Module 2Expert Visualization: ggplot2 (impactful and customized graphics)
Create impactful visual dashboards, master layers and themes for publication-ready graphics, analyze trends via faceting and animations, test on concrete cases like business KPIs, export in interactive formats, and transform your data into visual stories that convince your decision-makers.
Module 3Statistical Modeling: lm, glm, caret (reliable predictions)
Build and validate advanced linear models, explore logistic regressions on real customer churn data, tune hyperparameters with caret to boost accuracy by up to 20%, diagnose biases via cross-validation, generate actionable predictions, and integrate everything into reproducible pipelines.
Module 4Automation and Reporting: R Markdown, custom functions (professional deliverables)
Develop reusable functions for automated workflows, integrate Shiny for simple interactive apps, compile dynamic HTML/PDF reports with code, graphs, and insights, apply to a personal final project, deploy ready-to-share outputs, and leave with a concrete portfolio showcasing your R expertise.
Evaluation method
- Daily interactive quizzes, graded practical exercises, final project with personalized feedback
Learning method
- 30% theory / 70% practice alternation, real business cases, RStudio Cloud environment
Methods, materials and delivery
The Training R - Analyze and Visualize Your Advanced Data 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 - Analyze and Visualize Your Advanced 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 Training R - Analyze and Visualize Your Advanced 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
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 - Analyze and Visualize Your Advanced Data training cost?+
The individual price is $4,620 (USD). A detailed quote is sent within one business day.
How long is the Training R - Analyze and Visualize Your Advanced Data training?+
The training lasts 4 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?+
Basics in R (import, simple manipulation with dplyr), elementary statistics, basic programming concepts.
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
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