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 Devin - Mastering Scikit-learn and R in Data Science
Trusted by — schools, companies and industrial groups
40,860 programs · 25 countries
Every program built with a dedicated engineer
Companies: Aptar, ArcelorMittal, Equans, EDF, Ubisoft and Microsoft.
Devin training objectives
- Master advanced machine learning algorithms via Scikit-learn in professional training
- Develop skills in statistical modeling with R for the enterprise
- Implement optimized and reproducible data science pipelines
- Design robust predictive models adapted to certifying needs
- Optimize ML model performance for professional applications
- Analyze complex datasets by integrating Scikit-learn and R
- Acquire certifying skills in Intermediate Data Science
Devin curriculum: 4 modules over 4 days
Module 1 : Devin in Advanced Statistics: Hypothesis Testing and Regression with R (p-values, confidence intervals)
Discover strengthened statistical foundations for Devin, applying parametric and non-parametric tests with R through exercises on real company datasets. Calculate p-values, intervals, and visualize distributions. Put multiple linear regression into practice, identify multicollinearity, and produce interpretable reports ready for decision-making, consolidating your professional skills in 7 intense hours.
Module 2 : Devin with Scikit-learn: Preprocessing and Feature Engineering (scaling, encoding, pipelines)
Dive into Devin preprocessing via Scikit-learn: transform categorical variables, normalize features with StandardScaler and MinMaxScaler, build automated pipelines for reproducibility. Test on concrete cases like customer churn prediction, handle missing values with advanced imputation, evaluate impact via cross-validation, and generate visualizations with Matplotlib, strengthening your professional data science skills over 7 practical hours.
Module 3 : Devin ML Modeling: Decision Trees, Random Forests, and Boosting with Scikit-learn & R
Implement Devin ensemble models: train random forests and Gradient Boosting via Scikit-learn, tune hyperparameters with GridSearchCV, compare ROC-AUC performances on Kaggle datasets. Integrate XGBoost from R for hybridization, analyze feature importance, predict on hold-out data, and deploy functional prototypes through collaborative workshops promoting certifying upskilling in the enterprise, in 7 dynamic hours.
Module 4 : Devin Deployment and Optimization: Basic MLOps, Interpretability with SHAP (final deliverables)
Finalize your Devin training by deploying models via Pickle and Rds, integrate SHAP for local/global explanations, optimize bias-variance tradeoff, test robustness on adversarial data. Build simple Streamlit dashboards, present capstone project on real business case like credit scoring, receive mentored feedback and certificate, consolidating professional Data Science skills over 7 action-oriented hours focused on enterprise ROI.
How Devin skills are assessed
- Daily interactive quizzes on Devin concepts and tools
- Final predictive modeling project with Scikit-learn and R
- Peer-review evaluation and personalized certifying feedback
How the Devin course is taught
- Practical projects on real company datasets
- Hands-on workshops with Scikit-learn and R in small groups
- Concrete case studies from various sectors
- Individualized mentoring for personal optimization
Devin training: access and practical arrangements
The Training Devin - Mastering Scikit-learn and R in Data Science 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 Devin - Mastering Scikit-learn and R in Data Science 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 Devin - Mastering Scikit-learn and R in Data Science 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 Devin 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
Devin: frequently asked questions
Which tools are used in Devin training?+
Hands-on work runs on p-values, confidence intervals, scaling, encoding, pipelines and final deliverables. Those tools come from the Devin program itself, delivered on site over 4 days, so participants practise on the stack they will use at work.
What can participants do after Devin training?+
They can master advanced machine learning algorithms via Scikit-learn in professional training, develop skills in statistical modeling with R for the enterprise and implement optimized and reproducible data science pipelines. Those are the stated objectives of the Devin program at Intermediate level, checked by the end-of-session assessment.
What does the Devin program cover, day by day?+
Day 1: Devin in Advanced Statistics: Hypothesis Testing and Regression with R (p-values, confidence intervals). Day 2: Devin with Scikit-learn: Preprocessing and Feature Engineering (scaling, encoding, pipelines). Day 3: Devin ML Modeling: Decision Trees, Random Forests, and Boosting with Scikit-learn & R. Day 4: Devin Deployment and Optimization: Basic MLOps, Interpretability with SHAP (final deliverables). The Devin program runs over 4 days, delivered on site.
How is Devin training assessed?+
Assessment relies on daily interactive quizzes on Devin concepts and tools, final predictive modeling project with Scikit-learn and R and peer-review evaluation and personalized certifying feedback. Learni issues a completion certificate together with the individual assessment report at the end of the Devin program, which an L&D team can file as evidence.
How much does Devin training cost per participant?+
Devin training costs $4,620 per participant. For an in-company team, the flat rate starts at $7,865 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 Devin training take?+
4 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 Devin 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 Devin training?+
Solid foundations in Python and R, knowledge of descriptive statistics, minimal experience in data manipulation with Pandas and dplyr.
Is a certificate issued after Devin 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 Devin 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 Devin learning path.
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