Operate GPU infrastructure like the teams that built it
Instructor-led training on live Yobitel clusters for operators, inference engineers, fine-tuning leads, and AI platform SREs. Operators trained for the multi-provider substrate they actually run, across cohort, on-demand, or private delivery formats.
4
Operator tracks
H100/H200
Live lab hardware
NVIDIA DLI
Authorised partner
Multi-substrate
Curriculum scope
Curriculum Tracks
Six tracks for GPU-native teams
Each track is taught by Yobitel engineers on live cluster hardware. Pick the role; the cohort plan confirms cadence and depth.
GPU Cluster Operator
Cluster lifecycle, fabric and storage operations, telemetry interpretation, capacity planning. For teams running production GPU estates.
Inference Engineer
Model serving, batching strategies, latency tuning, cost-per-token optimisation. For teams putting models into production at scale.
Fine-Tuning Lead
Dataset curation, training regimens, evaluation harnesses, promotion policy. For teams adapting open and proprietary models.
AI Platform SRE
Platform reliability for GPU-backed services: incident response, observability, capacity, change management, and security posture.
Sovereign Deployment Track
NCSC-aligned posture, OFFICIAL-tier handling, air-gapped operations, audit-grade documentation. For UK public-sector and regulated workloads.
Yobibyte Operator
Workspace design, user federation, policy management, cost governance on Yobitel's managed AI-native platform.
Delivery Formats
Three delivery formats
Each track is available in three formats. Outcomes are identical across formats; the differences are pace, cohort size, and customisation.
Public Cohort
Request pricingScheduled cohorts on a published calendar. Mixed-organisation classes with peer practice, taught on shared Yobitel lab clusters.
Private Cohort
Request pricingSingle-organisation delivery on your schedule, optionally taught against your own infrastructure topology and workload patterns.
On-Demand
Request pricingSelf-paced video library with hands-on labs and proctored assessments. Suits asynchronous teams and ongoing reference.
Training Outcomes
Anonymised cohorts, measurable outcomes
Three cohorts that closed in the last twelve months. Customers anonymised by category; metrics taken from the signed delivery memo.
Global pharma
Three-engineer team retrained from generic ML practice into fine-tuning lead role over 8 weeks, with a production promotion pipeline as capstone.
8 wks
To production
40%
Faster eval cycle
APAC scale-up
New platform SRE function staffed by retraining 6 existing infrastructure engineers ahead of a 4,096-GPU cluster cutover.
6
Engineers reskilled
0
Cutover incidents
Public cohort intake (Q3)
Cross-organisation cohort run over six weeks against shared Yobitel lab clusters. Operators returned to production estates with H100/H200 fluency and a graded capstone deliverable.
14
Operators across 6 orgs
92%
DLI assessment pass rate
Why Yobitel
The instructors run the production fleet
Training is delivered by the same engineering bench that operates Yobitel's GPU Cloud and the managed Yobibyte platform.
Taught by operators
Instructors are Yobitel engineers who run production GPU fleets. Material reflects what actually breaks in production, not lab-cleaned theory.
Live lab hardware
Cohorts practice on real Yobitel clusters: H100 and H200 node groups with the same fabric and tooling used in production estates.
NVIDIA DLI authorised
Yobitel is an authorised NVIDIA Deep Learning Institute training partner. Selected tracks qualify for DLI certifications.
Multi-substrate curriculum
Tracks cover operations across the compute substrate Omniscient Compute indexes: neocloud, hyperscaler, sovereign, and Yobitel-operated estates. Operators trained for the provider mix you actually run.
Compliance Posture
Training delivered to a sovereign baseline
Yobitel is UK-headquartered. Training defaults to NCSC-aligned material and OFFICIAL-tier handling on request, with EU, US, and APAC delivery inheriting the same baseline. Learner data is held under SOC 2 Type II controls and an ISO 27001 certified delivery footprint.
Frameworks & Certifications
UK National Cyber Security Centre
UK public sector framework
UK government data handling
Authorised training partner
Information security
Annual third-party audit
Related Surfaces
Where training connects
Training is one surface in a broader operating relationship with Yobitel.
Professional Services
Architect-led engagements that often include operator training as a deliverable.
Omniscient Compute
The compute search engine across the substrate our training tracks cover.
Yobibyte
The managed AI-native platform that the Yobibyte Operator track is built around.
FAQ
Frequently asked questions
Do learners need their own GPU hardware to participate?
No. All hands-on labs run on shared Yobitel lab clusters provisioned per cohort. Learners need only a browser and network access for the duration of training.
What is the relationship to NVIDIA DLI certifications?
Yobitel is an authorised NVIDIA Deep Learning Institute training partner. Selected tracks include DLI-aligned assessments and qualify for DLI certifications upon successful completion.
Can private cohorts be delivered on our own infrastructure?
Yes. Private cohorts can be tailored to your specific topology, fabric vendor, and workload patterns. Hands-on labs can run against your own clusters where security and access permit.
How do you handle classified or OFFICIAL-tier material?
Private cohort deliveries can be conducted under OFFICIAL-tier handling with closed-room delivery, restricted material distribution, and NCSC-aligned instructor clearance. Available on request.
Cohort calendars, private quotes, on-demand seats, built around the team.
Tell us how many learners, which tracks, and on what timeline. We respond with a delivery proposal within two business days.