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 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
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.
Quick installation of ONNX Runtime on various environments, hands-on with Python and C++ APIs to load your first ONNX models, execution of basic inferences on real datasets like ImageNet, practical exercises to convert TensorFlow or PyTorch models to ONNX, analysis of performance logs and creation of your first professional inference script, with code review by the trainer to validate enterprise best practices.
Exploration of ONNX Runtime providers for CPU, GPU CUDA, and DirectML, application of automatic and manual graph optimizations on your models, exercises to reduce inference latency by 50% on concrete enterprise cases, use of tools like ONNX Optimizer and Model Profiler, development of custom scripts for quantization and pruning, comparative tests before/after with precise metrics, deliverable: optimized model ready for production.
Integration of ONNX Runtime into Python Flask applications for inference APIs, development of a scalable web service with session management and batching, exercises on edge deployment with ONNX Runtime Mobile for Android/iOS, connection to databases for end-to-end pipelines, practical cases inspired by production such as real-time image recognition, advanced debugging and monitoring with integrated tools, production of a functional prototype usable immediately in the enterprise.
Containerization of models with Docker and official ONNX Runtime containers, orchestration with Kubernetes for auto-scaling, implementation of security (authentication, input encryption), setup of monitoring with Prometheus and Grafana for latency/throughput, exercises on error handling and rollbacks in production, multi-hardware benchmarks and final optimization, deliverable: complete deployment pipeline with monitoring dashboard, ready for your critical business challenges.
The Training ONNX Runtime - Accelerate ML Inference 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.
For the smooth delivery of the Training ONNX Runtime - Accelerate ML Inference in Production 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 ONNX Runtime - Accelerate ML Inference in Production 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.
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.
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.
Artificial IntelligenceIndustry-certified
Artificial IntelligenceIndustry-certified
Artificial IntelligenceIndustry-certified
Artificial IntelligenceIndustry-certified
Artificial IntelligenceIndustry-certified
Artificial IntelligenceIndustry-certified
Artificial IntelligenceIndustry-certified
Artificial IntelligenceIndustry-certified
Artificial IntelligenceIndustry-certified
Artificial IntelligenceIndustry-certified
Web DevelopmentIndustry-certified
Web DevelopmentIndustry-certified
Web DevelopmentIndustry-certified
Web DevelopmentIndustry-certified
Web DevelopmentIndustry-certified
Web DevelopmentIndustry-certified
Graphic DesignIndustry-certified
Graphic DesignIndustry-certified
Graphic DesignIndustry-certified
Graphic DesignIndustry-certified
Graphic DesignIndustry-certified
Graphic DesignIndustry-certified
Big DataIndustry-certified
Big DataIndustry-certified
Big DataIndustry-certified
Big DataIndustry-certified
Big DataIndustry-certified
Big DataIndustry-certifiedAvailable on-site and remotely. Pick your city to see the local training center.
30 minutes with a learning advisor. No commitment. No sales pitch dressed up as a demo.