Our blog
Read practical articles on Cybersecurity, Data Science & AI, UX/UI & Product Design, and Web Development, written for a global community of learners. Whether you’re sharpening your skills, exploring a new topic, or looking for project inspiration, you’ll find tutorials, explainers, and best practices from the Code Labs Academy team.
Monitoring and Incident Response for Deployed Healthcare ML Models: Drift, Abuse, and Data Leaks
Ops-focused guide to monitoring deployed healthcare ML models that detect drift, track calibration, spot API abuse, and respond to PHI leaks.
Prompting, Guardrails, and Redaction: Safe LLM Workflows for Clinical Psychologists
Learn safe LLM workflows for clinical psychology: prompting patterns, PII/PHI redaction, schema guardrails, and production controls aligned with HIPAA/GDPR.
Cybersecurity vs Software Engineering: Skills, Jobs, and Who Thrives in Each
Compare cybersecurity vs software engineering skills, jobs, and fit. Choose your best path and explore Code Labs Academy bootcamps to get job-ready.
Handling Non‑IID Clinical Data in Federated Learning: Algorithms, Pitfalls, and PyTorch Examples
Deep dive into federated learning on non‑IID clinical data: FedAvg vs FedProx, personalization strategies, pitfalls, and PyTorch code for hospital datasets.
