Full course coming soon

Hardware Economics for Technical Buyers and Engineering Leaders

7 chapters · 28 lessons

1. 1. How Component Scarcity Travels Through the Stack

   4 lessons

   Trace the path from silicon fab capacity to retail shelves and identify where bottlenecks create pricing pressure.

2. 2. Workload-First Hardware Planning

   4 lessons

   Define performance requirements and budget thresholds before evaluating specific products or generations.

3. 3. Total Cost of Ownership Across Deployment Models

   4 lessons

   Compare owned hardware, cloud instances, and hybrid strategies using realistic workload profiles and time horizons.

4. 4. Heterogeneous Compute and Workload Placement

   4 lessons

   Design systems that route work to CPUs, GPUs, or specialized accelerators based on task characteristics.

5. 5. Timing Purchases and Reading Market Cycles

   4 lessons

   Use demand signals, product roadmaps, and inventory data to make informed timing decisions.

6. 6. Team and Multi-System Planning

   4 lessons

   Scale hardware decisions from individual workstations to team clusters and infrastructure fleets.

7. 7. Building Resilient Upgrade Strategies

   4 lessons

   Create adaptable plans that survive price volatility, supply shocks, and shifting workload demands.