Intermediate · 150 min
AI Application Observability
Instrument AI application behavior so reliability issues become diagnosable.
The catalog
Search practical learning paths across technology, business, and design.
Intermediate · 150 min
Instrument AI application behavior so reliability issues become diagnosable.
Advanced · 210 min
Write high-throughput Python applications using event loops, thread pools, and process pools.
Intermediate · 155 min
Automate repetitive work with small, dependable Python tools.
Beginner · 105 min
Choose metrics that clarify decisions instead of filling dashboards.
Advanced · 250 min
Model complex relational graph data using PyTorch Geometric and GNN architectures.
Advanced · 270 min
Master parameter-efficient fine-tuning (PEFT) and LoRA techniques on open-weights models.
Intermediate · 195 min
Deploy low-latency, quantized small language models directly on edge devices and local hardware.
Intermediate · 170 min
Use TypeScript to make backend services clearer and safer to change.
Intermediate · 140 min
Define clear AI product value propositions, ROI metrics, and feasibility milestones.
Advanced · 240 min
Design durable stateful workflows for tool-using AI applications.
Advanced · 180 min
Optimize Core Web Vitals (LCP, INP, CLS) and minimize bundle sizes for sub-second page loads.
Intermediate · 145 min
Plan product experiments that produce interpretable evidence.