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Training High Availability - Maximum Resilience for AI in Production

Ref: UCE908
10 people max.
From $5,775 HT / per person
Pay in 3 installments · On-site on request · +$540 with certification exam
5 days
Remote

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Learning objectives

  • Master High Availability architectures to deploy critical enterprise AI systems
  • Develop resilient clusters integrating Deep Learning and Prompt Engineering at scale
  • Design automated failover strategies to minimize professional AI downtimes
  • Optimize fault tolerance in certifying production environments
  • Implement advanced monitoring tools for High Availability skills in AI
  • Deploy scalable HA solutions to boost team training competitiveness

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.

Imed BEN AMOR
Imed BEN AMOR

Learni trainer · Development expert

73%productivity gap
×3cost of inaction

Program

Module 1High Availability Fundamentals: Distributed Architectures for AI (Kubernetes, Helm)

Dive into advanced High Availability principles applied to AI systems, exploring active-passive and active-active topologies with Kubernetes and Helm to orchestrate Deep Learning models. Perform practical exercises on node redundancy, configure resilient StatefulSets for AI vector databases, and produce an initial HA architecture diagram validated by real-world cases from leading AI enterprises.

Module 2High Availability Clustering: Horizontal Scaling for Deep Learning (etcd, Calico)

Build ultra-resilient High Availability clusters for Deep Learning applications, integrating etcd for distributed state management and Calico for secure networking. Practice deploying multiple replicas of AI services, test fault tolerance via chaos engineering with LitmusChaos, analyze logs to optimize recoveries, and deliver a functional cluster simulating real enterprise production workloads.

Module 3High Availability Load Balancing: Intelligent Routing for Prompt Engineering (NGINX, HAProxy)

Master advanced load balancing in High Availability for intensive Prompt Engineering workflows, configuring NGINX Ingress and HAProxy with dynamic health checks. Implement least-connections and IP hash algorithms to balance AI inferences, simulate traffic spikes with Locust, debug bottlenecks, and generate a performance report proving 99.99% availability for professional skills.

Module 4High Availability Monitoring and Auto-healing: AI Observability (Prometheus, Grafana)

Deploy High Availability monitoring stacks with Prometheus, Grafana, and Alertmanager for real-time AI pipeline surveillance. Configure predictive alerts on Deep Learning metrics, automate auto-healing via Kubernetes operators, test injected failure scenarios, correct live anomalies, and produce an exportable custom dashboard for certifying enterprise infrastructure.

Module 5Global High Availability Orchestration: Production AI Deployments (ArgoCD, Istio)

Integrate complete High Availability with ArgoCD for GitOps and Istio for service mesh in critical AI environments. Deploy blue-green and canary rollouts for uninterrupted model updates, secure mTLS communications for Prompt Engineering, validate resilience via automated audits, and finalize a deliverable DRP (Disaster Recovery Plan) ready for professional production certification.

Evaluation method

  • Advanced technical quizzes on AI HA architectures
  • Real case studies with diagnosis and resolution
  • Capstone project: complete HA cluster for Deep Learning

Learning method

  • Intensive hands-on labs on real Kubernetes clusters
  • AI enterprise production case studies
  • Chaos engineering simulations for extreme tests
  • Personalized feedback from certified experts

Methods, materials and delivery

The Training High Availability - Maximum Resilience for AI in Production 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 High Availability - Maximum Resilience for AI in Production 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 High Availability - Maximum Resilience for AI in Production 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.

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.

FAQ

Frequently asked questions

How much does the Training High Availability - Maximum Resilience for AI in Production training cost?+
The individual price is $5,775 (USD). A detailed quote is sent within one business day.
How long is the Training High Availability - Maximum Resilience for AI in Production 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?+
Advanced mastery of Kubernetes, Docker Swarm, hybrid cloud (AWS EKS, GCP GKE), microservices architectures, and CI/CD pipelines for AI models
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.
On-site & remote

This training across cities

Available on-site and remotely. Pick your city to see the local training center.

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