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.
Complete Training: Introduction to the R Language for Data Analysis
Trusted by — schools, companies and industrial groups
25,806 programs · 25 countries
Every program built with a dedicated engineer
Companies: Aptar, ArcelorMittal, Equans, EDF, Ubisoft and Microsoft.
Complete training objectives
- Understand the logic and ecosystem of the R language
- Master the basics of data manipulation with R
- Perform descriptive and basic statistical analyses
- Effectively visualize data using main libraries
- Export and save results
Complete curriculum: 3 modules over 3 days
Module 1 : Getting Started with R and RStudio
Introduction to the R language, installation of R and RStudio, interface overview, first scripts, workspace management, package installation, data import from various formats (CSV, Excel).
Module 2 : Data Manipulation and Transformation
Basic structures (vector, list, data.frame, matrix), data exploration and cleaning (detecting/handling missing values, reformatting variables), introduction to dplyr package for dataset manipulation, filters, sorting, grouping, column calculations.
Module 3 : Statistical Analyses and Data Visualization
Descriptive statistics (mean, median, standard deviation), simple correlation analyses, introduction to statistical tests, graph creation with ggplot2 (histograms, boxplots, scatter plots), customization and saving visualizations. Exporting results (tables and visuals).
How Complete skills are assessed
- Knowledge quizzes at the end of each day
- Hands-on practice through ongoing case studies
- Final evaluation on a mini-analysis project
How the Complete course is taught
- Alternation of theory and guided practical exercises
- Real-world case studies
- Support materials and exercises provided after training
Complete training: access and practical arrangements
The Complete Training: Introduction to the R Language for 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 Complete Training: Introduction to the R Language for 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 Complete Training: Introduction to the R Language for 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.
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.
Our method
How Learni guarantees the quality of your Complete training
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.
Our social commitment
A school kit donated to a child for every training booked
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
FAQ
Complete: frequently asked questions
What can participants do after Complete Training: Introduction to the R Language for Data Analysis training?+
They can understand the logic and ecosystem of the R language, master the basics of data manipulation with R and perform descriptive and basic statistical analyses. Those are the stated objectives of the Complete Training: Introduction to the R Language for Data Analysis program at Beginner level, checked by the end-of-session assessment.
What does the Complete Training: Introduction to the R Language for Data Analysis program cover, day by day?+
Day 1: Getting Started with R and RStudio. Day 2: Data Manipulation and Transformation. Day 3: Statistical Analyses and Data Visualization. The Complete Training: Introduction to the R Language for Data Analysis program runs over 3 days, delivered on site.
How is Complete Training: Introduction to the R Language for Data Analysis training assessed?+
Assessment relies on knowledge quizzes at the end of each day, hands-on practice through ongoing case studies and final evaluation on a mini-analysis project. Learni issues a completion certificate together with the individual assessment report at the end of the Complete Training: Introduction to the R Language for Data Analysis program, which an L&D team can file as evidence.
How much does Complete Training: Introduction to the R Language for Data Analysis training cost per participant?+
Complete Training: Introduction to the R Language for Data Analysis training costs $3,465 per participant. For an in-company team, the flat rate starts at $6,290 for the whole group, up to 8 people. The detailed quote, sent within one business day, adjusts the amount to the format and how far the syllabus is tailored to your team.
How long does Complete Training: Introduction to the R Language for Data Analysis training take?+
3 days, available live online (US time zones) or on-site at your offices. Half-day tracks spread over several weeks are possible so the team stays operational.
Who pays for Complete Training: Introduction to the R Language for Data Analysis training?+
Most US teams pay directly through their company L&D or training budget. Learni invoices in US dollars and accepts bank transfer (ACH/wire) or card, with volume pricing for teams. A purchase order is welcome.
What do participants need to know before Complete Training: Introduction to the R Language for Data Analysis training?+
Comfort with basic computer environment. Basic statistics knowledge recommended but not required.
Is a certificate issued after Complete Training: Introduction to the R Language for Data Analysis training?+
Yes. A Learni completion certificate is issued, along with the individual evaluation report. Learni is a certified training provider and prepares for third-party certifications, but does not award them itself.
Does Learni provide the equipment for Complete Training: Introduction to the R Language for Data Analysis training?+
No. A computer and a stable internet connection are required for each participant. Learni provides the learning platform, the trainer and all course materials.
Your professional training, anywhere
Let's build your Complete learning path.
30 minutes with a learning advisor. No commitment. No sales pitch dressed up as a demo.
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