40529: Microsoft Cloud Workshop: High Performance Computing

Course Description

SkillDynamo’s 40529: Microsoft Cloud Workshop: High Performance Computing course develops practical, role-relevant capability in Azure high-performance computing architecture, compute, networking, storage, schedulers, scaling, security, cost, monitoring, and workshop solution design. The learning path progresses from essential concepts and planning to implementation, validation, troubleshooting, and operational use.

Learners work through realistic scenarios, guided demonstrations, applied exercises, and evidence-based reviews. Each topic is connected to workplace responsibilities, common risks, quality controls, and measurable outcomes.

The content is independently written for SkillDynamo using the supplied source page as the title, update-date, and topic-alignment reference. Learners finish with an applied scenario and a prioritized improvement plan.

What You Will Learn

• Analyze workload types, parallelism, latency, throughput, scale, data, dependencies, users, resilience, and business outcomes
• Select Azure compute, virtual machines, scale sets, CycleCloud awareness, Batch awareness, containers, and supporting services
• Design CPU, GPU, memory, node images, placement, low-latency networking, InfiniBand awareness, and cluster topology
• Plan storage, parallel file systems awareness, data staging, transfer, caching, scheduling, queues, priorities, and job dependencies
• Automate infrastructure, configuration, scaling, job submission, identity, secrets, network controls, and access
• Monitor utilization, jobs, logs, performance, failures, quotas, capacity, cost, and operational evidence
• Test performance, scale, fault conditions, recovery, security, data integrity, and acceptance criteria
• Optimize architecture, document trade-offs, present the solution, and create an HPC improvement roadmap

SkillDynamo Training Approach

SkillDynamo delivers this 40529: Microsoft Cloud Workshop: High Performance Computing course through instructor-led demonstrations, hands-on exercises, scenario analysis, validation checklists, structured troubleshooting, evidence-based reviews, and a final improvement plan linked to practical workplace outcomes.