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.
Learning objectives
- Master the design of Disaster Recovery Plans (DRP) tailored to professional Data Science environments
- Develop certifiable skills in data pipeline and ML model resilience
- Design disaster recovery strategies for data-driven companies
- Implement backup and restore tools with Scikit-learn and R in a DRP context
- Optimize business continuity through simulations of critical data scenarios
- Evaluate and certify the robustness of Data Science infrastructures through practical training
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.
Don't let this gap widen
Why this program matters
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.
Program
Module 1DRP Fundamentals: Principles and 2026 Standards (Data Risks, RTO/RPO)
Discover the evolutions of the Disaster Recovery Plan (DRP) 2026 adapted to Data Science, analyze risks specific to data pipelines and ML models, calculate RTO and RPO through practical exercises on real datasets, identify vulnerabilities with open-source tools, draft an initial diagnostic of your data infrastructure, prepare deliverables compliant with ISO 22301 standards for companies.
Module 2Data Risk Analysis: Modeling and Prioritization (Scikit-learn, Stats)
Model data threats with Scikit-learn and R statistics, prioritize critical assets like SQL databases and Hadoop clusters, simulate cyberattacks and hardware failures on real company cases, integrate probabilistic metrics to quantify financial impacts, develop an interactive risk register, produce visual reports with Matplotlib to guide DRP decisions in professional training.
Module 3DRP Backup Strategies: Cloud and On-Premise Tools (AWS, Azure, R Scripts)
Implement automated backups for Data Science environments via AWS Backup and Azure Site Recovery, test Scikit-learn model restores with custom R scripts, configure multi-region replications on large datasets, evaluate performance via practical benchmarks, integrate monitoring with Prometheus, generate executable DRP test plans, ensure GDPR compliance for sensitive data in companies.
Module 4DRP Recovery Plans: Orchestration and Automation (Terraform, Ansible)
Orchestrate data infrastructure recovery with Terraform and Ansible in DRP 2026 context, automate ML pipeline deployments post-disaster, simulate failover on data-intensive Kubernetes clusters, validate recovery scripts with real-time exercises, optimize costs via elastic scaling, document complete operational procedures, prepare production-ready playbooks in certifying training.
Module 5DRP Testing and Optimization: Advanced Simulations (Full-Scale Exercises)
Execute full-scale data disaster simulations with chaos engineering, measure DRP effectiveness via 2026 KPIs, optimize with feedback loops and predictive AI using Scikit-learn, analyze real RTO/RPO gaps, certify your plan via simulated audit, develop a post-recovery monitoring dashboard in R, conclude with a deliverable project integrating all acquired skills to boost your Data Science career.
Evaluation method
- Daily interactive quizzes on DRP data concepts
- Real case studies with oral presentations
- Final project: Complete DRP for data infrastructure, certifying
Learning method
- Theoretical courses enriched with Data Science stats and examples
- Hands-on practical exercises with Scikit-learn and R
- Collaborative remote crisis simulations
- Personalized support and post-training resources for 6 months
Methods, materials and delivery
The Training DRP 2026 - Securing Enterprise Data Resilience 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 DRP 2026 - Securing Enterprise Data Resilience 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 DRP 2026 - Securing Enterprise Data Resilience 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.
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.
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.
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FAQ
Frequently asked questions
How much does the Training DRP 2026 - Securing Enterprise Data Resilience training cost?+
The individual price is $5,775 (USD). A detailed quote is sent within one business day.
How long is the Training DRP 2026 - Securing Enterprise Data Resilience training?+
The training lasts 5 journées, available live online (US time zones) or on-site at your offices.
How is this training paid for?+
Most US teams pay directly through their company (L&D or training budget). We invoice in US dollars and accept bank transfer (ACH/wire) or card, with volume pricing for teams. A purchase order is welcome.
Are there any prerequisites?+
Basics in Data Science, knowledge of Python or R, experience in data management and ETL pipelines in a corporate environment
Is a certificate delivered at the end?+
Yes. A Learni completion certificate is issued, along with the individual evaluation report.
Does Learni provide the equipment?+
No. A computer and stable internet connection are required for the participant. Learni provides the educational platform, the trainer and all course materials.
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