Advanced Computer Vision Course
This course equips learners with advanced techniques for building production-ready computer vision systems focused on PCB defect detection, covering data preparation, model design, optimization, and MLOps practices for reliable deployment.

flexible workload of 4 to 360h
valid certificate in your country
What will I learn?
This Advanced Computer Vision Course teaches you how to frame PCB defect detection problems, explore data, and design robust detection and segmentation architectures. You will prepare and augment datasets, tune losses and metrics, and implement reliable training, testing, and deployment pipelines with monitoring, drift detection, dashboards, and continuous improvement for stable, high-performing models in production.
Elevify advantages
Develop skills
- Production CV monitoring: detect drift, anomalies, and new defect types fast.
- Robust training: tune hyperparameters, fix noisy labels, and boost mAP quickly.
- High-speed inference: optimize latency, batching, and edge/server deployments.
- Practical MLOps: design tests, CI/CD, model registry, and safe rollouts.
- PCB defect pipelines: prep data, segment defects, and integrate JSON APIs.
Suggested summary
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