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Training R - Master Advanced Data Analysis

Ref: BGL962
10 people max.
$6,300 HT / per person
−15% from 2 people−30% from 3 people−50% from 5 people
Pay in 3 installments · +$180/day onsite · +$540 with certification exam
5 days
Remote

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Learning objectives

  • Master tidyverse for efficient data manipulation
  • Create impactful visualizations with ggplot2
  • Perform advanced statistical analyses
  • Develop reproducible and optimized scripts
  • Apply R to real business cases
  • Automate data processing workflows

The Learni story

Founded by passionate learning and innovation experts, Learni's mission is to make professional training accessible to everyone, anywhere in the world. Our team operates in major hubs — London, New York, Boston — and internationally, to support talents and organizations in upskilling.

Don't let this gap widen

Why this program matters

  • Without this intermediate R training, your analyses remain basic and time-consuming, multiplying errors by 3 according to Gartner and costing up to 15% of revenue lost in missed insights.

  • Untrained data analysts lose 20h/week on poorly optimized scripts, facing competition that deploys ggplot2 and tidyverse for decisive dashboards.

  • Project delay risk: 40% of teams without advanced R fail their forecasts, as seen in 30% of French SMEs.

  • Invest 35h to avoid obsolescence, transform data into concrete ROI, and boost your CV employability by +25%.

Allan Busi
Allan Busi

Learni Trainer · Expert

73%productivity gap
×3cost of inaction

Program

Module 1Data Manipulation: tidyverse, dplyr, tidyr (pipes, filtering, reshaping)

Dive into tidyverse to transform complex datasets, practice on real sales and customer data, chain filtering, mutating, and summarizing with the pipe %%, reshape with pivot_longer and pivot_wider, produce clean scripts and export CSVs ready for analysis, all while gaining speed and precision.

Module 2Visualization: ggplot2 (advanced charts, faceting, themes)

Create impactful charts that reveal hidden insights, apply ggplot2 to real marketing datasets, overlay layers for scatterplots and histograms, master faceting and custom scales, test themes and annotations in interactive exercises, export professional visuals for reports and dashboards.

Module 3Functional Programming: purrr, custom functions (vectorized loops)

Level up by automating with purrr and map, code custom functions on HR use cases, vectorize massive treatments without slow loops, manage lists and nested data frames via practical exercises, debug and optimize your first personal packages, boost productivity from the next day.

Module 4Modeling: lm, glm, validation (advanced stats with broom)

Build robust predictive models on e-commerce data, fit linear and logistic regressions with lm and glm, validate with residuals and cross-validation, interpret coefficients in guided labs, tidy outputs with broom for clear tables, apply to churn and sales forecasts.

Module 5Integrated Projects: complete workflows, Shiny intro, best practices (Git, RMarkdown)

Synthesize everything in an end-to-end project on an open data dataset, integrate tidyverse with modeling and ggplot2, generate interactive RMarkdown reports, initiate basic Shiny apps, version with Git in a team, deliver a personal portfolio ready to share, leave with professional methods for real projects.

Evaluation method

  • Interactive quizzes at the end of each day
  • Final project graded by experts
  • Qualiopi attestation on acquired skills

Learning method

  • Digital and paper materials provided
  • Hands-on exercises 70% of the time
  • Unlimited access to resources for 6 months

Methods, materials and delivery

The Training R - Master Advanced Data Analysis program is delivered onsite or remote (blended-learning, e-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 - Master Advanced 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 Training R - Master Advanced 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 eligible for corporate training budgets and employer-funded plans.

Verified reviews

What our learners

4.9 · +100 verified reviews
★★★★★

« cool, j'ai appris des trucs »

TomFormation AWS — Cloud Practitioner
★★★★★

« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »

Eva CarpentierFormation LLM en Entreprise — Claude, ChatGPT, Mistral
★★★★★

« la formation dev etait intense mais grave bien. merci Anthony Khelil »

NolanDWWM - Développeur Web et Web Mobile
★★★★★

« 😊👍 »

AmbreDWWM - Développement Web & Mobile React
★★★★★

« bien 👍 »

Léo BlanchardFormation AWS — DevOps Engineer Professional
★★★★★

« Allan Busi t'es au top, continue comme ça. formation géniale »

MargotFormation Claude & ChatGPT — Comparatif et Cas d'Usage
★★★★★

« cool, j'ai appris des trucs »

TomFormation AWS — Cloud Practitioner
★★★★★

« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »

Eva CarpentierFormation LLM en Entreprise — Claude, ChatGPT, Mistral
★★★★★

« la formation dev etait intense mais grave bien. merci Anthony Khelil »

NolanDWWM - Développeur Web et Web Mobile
★★★★★

« 😊👍 »

AmbreDWWM - Développement Web & Mobile React
★★★★★

« bien 👍 »

Léo BlanchardFormation AWS — DevOps Engineer Professional
★★★★★

« Allan Busi t'es au top, continue comme ça. formation géniale »

MargotFormation Claude & ChatGPT — Comparatif et Cas d'Usage
★★★★★

« cool, j'ai appris des trucs »

TomFormation AWS — Cloud Practitioner
★★★★★

« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »

Eva CarpentierFormation LLM en Entreprise — Claude, ChatGPT, Mistral
★★★★★

« la formation dev etait intense mais grave bien. merci Anthony Khelil »

NolanDWWM - Développeur Web et Web Mobile
★★★★★

« 😊👍 »

AmbreDWWM - Développement Web & Mobile React
★★★★★

« bien 👍 »

Léo BlanchardFormation AWS — DevOps Engineer Professional
★★★★★

« Allan Busi t'es au top, continue comme ça. formation géniale »

MargotFormation Claude & ChatGPT — Comparatif et Cas d'Usage
Read all reviews
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.

Step 1

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.
Step 2

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.
Step 3

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.
Step 4

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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