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 large datasets with dplyr and data.table
- Create advanced visualizations using ggplot2 and plotly
- Develop predictive models with caret and tidymodels
- Automate reports with R Markdown and Shiny
- Optimize R code performance for big data
- Integrate R into advanced ETL pipelines
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 mastering advanced R, you lose 40% of time on complex analyses, make costly errors on poorly optimized predictive models – up to 20k€ annual losses for a data team.
Your basic visualizations bury key insights, delaying business decisions by weeks.
Competitors using tidyverse and Shiny capture 30% more market share via impactful dashboards.
Obsolescence risk: 70% of data jobs will require advanced R by 2025.
Invest 7 hours to avoid these pitfalls and boost your data ROI x3.
Program
Module 1Advanced R Language: dplyr, ggplot2, Modeling (R, tidyverse, Shiny)
Dive into powerful advanced R tools, manipulate real datasets with dplyr and data.table for fast joins, complete practical exercises on concrete business cases like sales predictive analysis, create interactive dashboards with ggplot2 and Shiny, develop optimized scripts for big data, and produce a final deliverable: an automated report ready to deploy. You will leave energized, ready to apply immediately.
Evaluation method
- Live interactive quizzes
- Final project on real dataset
- Personalized feedback
Learning method
- Practical exercises 70%
- Real business cases
- Live code support
Methods, materials and delivery
The Advanced R Training - Master Complex Data Analyses 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 Data Analyses 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 Data Analyses 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.
Suggestions
You might
like these too.
Data ScienceIndustry-certifiedTraining Google Data Studio Expert - Advanced Automated Dashboards
$1,155Net of tax
Data AnalysisIndustry-certifiedTraining Looker - Create Your First BI Dashboards in 1 Day
$1,155Net of tax
Web DevelopmentIndustry-certifiedTraining Python Intermediate - Automate Your Tasks in 3 Days
$3,465Net of tax
Data AnalysisIndustry-certifiedTraining Looker Intermediate - Create Advanced BI Dashboards
$2,310Net of tax
Data Science
More programs in Data Science.
Data ScienceIndustry-certifiedARKit Training - Mastering AR for Immersive Data Visualization
$4,620Net of tax
Data ScienceIndustry-certifiedAdvanced Pandas Training - Optimize Your Analyses of Massive Data
$4,620Net of tax
Data ScienceIndustry-certifiedAdvanced R Training - Master Complex Statistical Models
$3,465Net of tax
Data ScienceIndustry-certifiedAdvanced R Training - Master Models and Automation
$1,155Net of tax
Data ScienceIndustry-certifiedAmplitude Training - Optimizing Advanced Product Analyses
$1,286Net of tax
Data ScienceIndustry-certifiedAnalyse de données avec Pandas : maîtrisez le traitement de données en Python
$3,465Net of tax
Web Development
More programs in Web Development.
Web DevelopmentIndustry-certifiedAPI Security Testing with the OWASP API Security Top 10
$2,310Net of tax
Web DevelopmentIndustry-certifiedAPNs Training - Expert Scaling iOS Push Notifications
$2,310Net of tax
Web DevelopmentIndustry-certifiedASP.NET Core : Maîtriser le Développement Web Moderne
$5,775Net of tax
Web DevelopmentIndustry-certifiedATDD : Maîtriser l’Acceptance Test Driven Development en équipes agiles
$3,465Net of tax
Web DevelopmentIndustry-certifiedAWS IoT Core : Maîtrisez la gestion intelligente des objets connectés
$3,465Net of tax
Web DevelopmentIndustry-certifiedAWS Security Hub : Maîtriser la sécurité cloud avec AWS
$2,310Net of tax
Data Analysis
More programs in Data Analysis.
Data AnalysisIndustry-certifiedAdvanced Databricks Training - Optimize Your Big Data Pipelines
$4,620Net of tax
Data AnalysisIndustry-certifiedAdvanced Looker Training - Create Expert Dashboards and Predictive Analyses
$4,620Net of tax
Data AnalysisIndustry-certifiedAdvanced Looker Training - Create Ultra-Performing Dashboards
$5,775Net of tax
Data AnalysisIndustry-certifiedAdvanced Looker Training - Master LookML and Professional Dashboards
$1,155Net of tax
Data AnalysisIndustry-certifiedAdvanced Metabase Training - Pro Dashboards and Admin in 3 Days
$3,465Net of tax
Data AnalysisIndustry-certifiedAdvanced Metabase Training - Pro Data Dashboards in 4 Days
$4,620Net of tax
Artificial Intelligence
More programs in Artificial Intelligence.
Artificial IntelligenceIndustry-certifiedASP.NET Expert Training - Develop Scalable and Secure Apps
$4,620Net of tax
Artificial IntelligenceIndustry-certifiedAdvanced ASP.NET Training - Develop Scalable Web Apps
$4,620Net of tax
Artificial IntelligenceIndustry-certifiedAdvanced Algolia Training - Boost Your Ultra-Fast Searches
$1,155Net of tax
Artificial IntelligenceIndustry-certifiedAdvanced Algolia Training - Optimize Ultra-Fast Searches
$3,465Net of tax
Artificial IntelligenceIndustry-certifiedAdvanced BigQuery Training - Analyze Petabytes in Real Time
$4,620Net of tax
Artificial IntelligenceIndustry-certifiedAdvanced BigQuery Training - Optimize Massive Analyses
$3,465Net of tax
GO DEEPER
Blog articles on Data & BI.
Our weekly insights on the topic, by Learni experts.
FAQ
Frequently asked questions
How much does the Advanced R Training - Master Complex Data Analyses training cost?+
The individual price is $1,155 (USD). A detailed quote is sent within one business day.
How long is the Advanced R Training - Master Complex Data Analyses training?+
The training lasts 1 journée, 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, knowledge of statistics and programming.
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
Available on-site and remotely. Pick your city to see the local training center.
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 24h · Vetted experts · USD invoicing · W-9 available