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.
Describe your need, get a tailored program and a pre-filled quote in 3 min. A 100% free call with an advisor.
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
Without this upskilling, your team accumulates a technological gap that translates directly into productivity loss.
Organizations that don't train their talents on key topics see their competitiveness drop.
Every quarter without training is a gap widening with competitors who invest.
The cost of inaction quickly exceeds that of well-targeted training.
Participants discover the fundamentals of XGBoost through practical exercises on real-world datasets. They learn to import, clean, and structure data using pandas and scikit-learn. Concrete cases from scientific research enable exploration of initial boosted decision trees. Each learner produces a simple first model and evaluates its initial performance. Emphasis is placed on best preparation practices to ensure reliable results in professional contexts.
This day deepens XGBoost model training with advanced tuning techniques. Participants use GridSearchCV and cross-validation methods to optimize hyperparameters. Exercises on physics and chemistry data illustrate the impact of parameters on accuracy. They analyze learning curves and produce detailed reports. The goal is to build practical expertise for demanding business projects.
Learners explore XGBoost model interpretability using SHAP values and feature importance plots. Practical workshops on scientific research cases help understand variable contributions. They create explanatory visualizations and draft summaries for non-technical stakeholders. This approach strengthens skills in communicating results within a business environment.
The day addresses challenges of imbalanced datasets using XGBoost-specific features. Participants test weighting, sampling, and regularization strategies through concrete exercises. Examples from applied research illustrate the methods. They deliver an optimized model for a professional scenario and compare performance before and after adjustments.
Participants conclude the training by deploying an XGBoost model in a simulated production environment. They build a simple API, configure monitoring, and manage model maintenance. Use cases in science and research demonstrate enterprise integration. Each learner presents their final project and receives personalized feedback to consolidate new skills.
The Training XGBoost - Optimizing Your Predictive Models 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.
For the smooth delivery of the Training XGBoost - Optimizing Your Predictive Models program, the following equipment is required:
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.
Assessment of skills acquired during the Training XGBoost - Optimizing Your Predictive Models program is performed through:
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.
Learni programs are available inter-company and intra-company, onsite or remote. Enrollments are possible up to 48 business hours before the program starts. Our programs are eligible for corporate funding paths. Contact us to discuss your training project and funding options.
« cool, j'ai appris des trucs »
« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »
« la formation dev etait intense mais grave bien. merci Anthony Khelil »
« 😊👍 »
« bien 👍 »
« Allan Busi t'es au top, continue comme ça. formation géniale »
« cool, j'ai appris des trucs »
« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »
« la formation dev etait intense mais grave bien. merci Anthony Khelil »
« 😊👍 »
« bien 👍 »
« Allan Busi t'es au top, continue comme ça. formation géniale »
« cool, j'ai appris des trucs »
« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »
« la formation dev etait intense mais grave bien. merci Anthony Khelil »
« 😊👍 »
« bien 👍 »
« Allan Busi t'es au top, continue comme ça. formation géniale »
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.
Each trainer is validated on three criteria: hands-on field expertise, proven pedagogy and alignment with your industry.
30-minute video call between you and the selected trainer to validate the fit, adjust content and clear any final doubts.
No recycled slides. The syllabus is reworked from your real cases: tools, constraints, vocabulary, ongoing projects.
Live evaluations, 30/90/180-day check-ins and a consolidation plan. If the impact misses the mark, we rework it.
A simple promise: you don't pay to discover the trainer on day one. Everything is validated upfront, by you.
Sciences & RechercheIndustry-certified
Sciences & RechercheIndustry-certified
Sciences & RechercheIndustry-certified
Sciences & RechercheIndustry-certified
Sciences & RechercheIndustry-certified
DevOpsIndustry-certified
DevOpsIndustry-certified
DevOpsIndustry-certified
DevOpsIndustry-certified
DevOpsIndustry-certified
DevOpsIndustry-certified
Outils DevOpsIndustry-certified
Outils DevOpsIndustry-certified
Outils DevOpsIndustry-certified
Outils DevOpsIndustry-certified
Outils DevOpsIndustry-certified
Outils DevOpsIndustry-certified
Data ScienceIndustry-certified
Data ScienceIndustry-certified
Data ScienceIndustry-certified
Data ScienceIndustry-certified
Data ScienceIndustry-certified
Data ScienceIndustry-certified30 minutes with a learning advisor. No commitment. No sales pitch dressed up as a demo.