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.
Training: Mastering Statistical Analysis with R: From Initiation to Data Visualization
Trusted by — schools, companies and industrial groups
25,805 programs · 25 countries
Every program built with a dedicated engineer
Companies: Aptar, ArcelorMittal, Equans, EDF, Ubisoft and Microsoft.
Statistical Analysis with R training objectives
- Understand the R and RStudio environment
- Import, clean, and manipulate data with R
- Apply the main statistical methods (descriptive and inferential)
- Automate analysis and generate reproducible reports
- Create attractive and relevant data visualizations with ggplot2
Statistical Analysis with R curriculum: 3 modules over 3 days
Module 1 : Introduction to R and Hands-on with the Environment
Presentation of R and RStudio, installation, configuration of essential packages. Introduction to R objects (vectors, data frames, matrices, lists). Basic manipulations, arithmetic operations, file and directory management. First scripts: best practices and directory changes.
Module 2 : Data Import, Cleaning, and Transformation
Importing files (CSV, Excel, TXT), handling missing data. Exploration of dplyr and tidyr for advanced data manipulation: filter, sort, summarize, group. Variable recoding, date formats, joins and merging datasets. Practical exercises and corrections.
Module 3 : Statistical Analysis and Visualization of Results
Descriptive statistics: measures of central tendency and dispersion. Inferential statistics: hypothesis tests (t-test, Chi², ANOVA). Introduction to simple regression. Automating analyses with loops and functions. Creating advanced graphics with ggplot2 (histograms, boxplots, scatterplots). Introduction to automated report creation with R Markdown.
How Statistical Analysis with R skills are assessed
- Corrected end-of-module exercises
- Completion of a mini-data analysis at the end of the training with oral presentation
- Quiz (MCQ) on all the topics covered
How the Statistical Analysis with R course is taught
- Theoretical courses illustrated with concrete examples
- Progressive practical exercises
- Case studies from various sectors (health, marketing, industry)
- Course materials and R scripts provided
Statistical Analysis with R training: access and practical arrangements
The Training: Mastering Statistical Analysis with R: From Initiation to Data Visualization 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: Mastering Statistical Analysis with R: From Initiation to Data Visualization 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: Mastering Statistical Analysis with R: From Initiation to Data Visualization 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 Statistical Analysis with R 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
Statistical Analysis with R: frequently asked questions
What can participants do after Training: Mastering Statistical Analysis with R: From Initiation to Data Visualization training?+
They can understand the R and RStudio environment, import, clean, and manipulate data with R and apply the main statistical methods (descriptive and inferential). Those are the stated objectives of the Training: Mastering Statistical Analysis with R: From Initiation to Data Visualization program at Intermediate level, checked by the end-of-session assessment.
What does the Training: Mastering Statistical Analysis with R: From Initiation to Data Visualization program cover, day by day?+
Day 1: Introduction to R and Hands-on with the Environment. Day 2: Data Import, Cleaning, and Transformation. Day 3: Statistical Analysis and Visualization of Results. The Training: Mastering Statistical Analysis with R: From Initiation to Data Visualization program runs over 3 days, delivered on site.
How is Training: Mastering Statistical Analysis with R: From Initiation to Data Visualization training assessed?+
Assessment relies on corrected end-of-module exercises, completion of a mini-data analysis at the end of the training with oral presentation and quiz (MCQ) on all the topics covered. Learni issues a completion certificate together with the individual assessment report at the end of the Training: Mastering Statistical Analysis with R: From Initiation to Data Visualization program, which an L&D team can file as evidence.
How much does Training: Mastering Statistical Analysis with R: From Initiation to Data Visualization training cost per participant?+
Training: Mastering Statistical Analysis with R: From Initiation to Data Visualization 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 Training: Mastering Statistical Analysis with R: From Initiation to Data Visualization 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 Training: Mastering Statistical Analysis with R: From Initiation to Data Visualization 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 Training: Mastering Statistical Analysis with R: From Initiation to Data Visualization training?+
Basic knowledge of statistics, elementary knowledge of a spreadsheet or calculation software.
Is a certificate issued after Training: Mastering Statistical Analysis with R: From Initiation to Data Visualization 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 Training: Mastering Statistical Analysis with R: From Initiation to Data Visualization 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.
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