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 R for Statistical Analysis: From Initiation to Application
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25,806 programs · 25 countries
Every program built with a dedicated engineer
Companies: Aptar, ArcelorMittal, Equans, EDF, Ubisoft and Microsoft.
R for Statistical Analysis training objectives
- Get hands-on with R's interface and programming logic
- Import, clean and organize data with R
- Perform descriptive statistics and graphical visualizations
- Conduct common statistical analyses: tests, correlations, regressions
- Automate analysis and generate reproducible reports
R for Statistical Analysis curriculum: 3 modules over 3 days
Module 1 : Introduction to R and Data Manipulation
Presentation of R and RStudio, installation of essential packages, fundamental language concepts (objects, variables, vectors, matrices, dataframes, lists). Importing and exporting datasets (CSV, Excel, SQL databases). Initial manipulations: organization, cleaning, filtering and transforming data with dplyr.
Module 2 : Descriptive Statistics and Visualization
Calculations of descriptive statistics (mean, median, standard deviation), handling missing values and outliers. Creating graphics with ggplot2: histograms, boxplots, scatter plots, customizing visuals for publication. Introduction to advanced data manipulation (group_by, summarise).
Module 3 : Advanced Statistical Analyses and Automation
Common statistical tests (t-test, ANOVA, chi-square, correlations), simple and multiple linear regressions. Introduction to programming in R: loops, functions, reproducible scripts. Approach to automating analysis reports with R Markdown. Presentation of real-world application examples. Best practices advice and resources for further learning.
How R for Statistical Analysis skills are assessed
- Practical exercises in each module
- Final multiple-choice quiz at the end of the training
- Statistical analysis project to complete and present orally
How the R for Statistical Analysis course is taught
- Interactive lectures
- Step-by-step guided exercises
- Real-world professional case studies
- Reusable digital materials
R for Statistical Analysis training: access and practical arrangements
The Training: Mastering R for Statistical Analysis: From Initiation to Application 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 R for Statistical Analysis: From Initiation to Application 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 R for Statistical Analysis: From Initiation to Application 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 R for Statistical Analysis 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
R for Statistical Analysis: frequently asked questions
What can participants do after Training: Mastering R for Statistical Analysis: From Initiation to Application training?+
They can get hands-on with R's interface and programming logic, import, clean and organize data with R and perform descriptive statistics and graphical visualizations. Those are the stated objectives of the Training: Mastering R for Statistical Analysis: From Initiation to Application program at Intermediate level, checked by the end-of-session assessment.
What does the Training: Mastering R for Statistical Analysis: From Initiation to Application program cover, day by day?+
Day 1: Introduction to R and Data Manipulation. Day 2: Descriptive Statistics and Visualization. Day 3: Advanced Statistical Analyses and Automation. The Training: Mastering R for Statistical Analysis: From Initiation to Application program runs over 3 days, delivered on site.
How is Training: Mastering R for Statistical Analysis: From Initiation to Application training assessed?+
Assessment relies on practical exercises in each module, final multiple-choice quiz at the end of the training and statistical analysis project to complete and present orally. Learni issues a completion certificate together with the individual assessment report at the end of the Training: Mastering R for Statistical Analysis: From Initiation to Application program, which an L&D team can file as evidence.
How much does Training: Mastering R for Statistical Analysis: From Initiation to Application training cost per participant?+
Training: Mastering R for Statistical Analysis: From Initiation to Application 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 R for Statistical Analysis: From Initiation to Application 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 R for Statistical Analysis: From Initiation to Application 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 R for Statistical Analysis: From Initiation to Application training?+
Basic knowledge of statistics, proficiency in the Windows, Mac or Linux environment.
Is a certificate issued after Training: Mastering R for Statistical Analysis: From Initiation to Application 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 R for Statistical Analysis: From Initiation to Application 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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