Code Labs Academy is an international coding school offering bootcamps with one-on-one career coaching. Whether you're looking to switch careers, upskill, or launch a start-up, we’ve got you covered! From Cybersecurity and Data Science & AI to UX/UI Design and Web Development, our hands-on courses prepare you for the future. Follow us for updates on our bootcamps, blogs, tech news, and more!
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React vs Angular in 2026: which should Frontend beginners learn for jobs?
We compare the learning curve, team fit, and portfolio projects that matter in WebDev hiring so you can pick a path and start shipping.
Read the full guide: https://codelabsacademy.com/en/blog/react-vs-angular-2026-which-should-beginners-learn-for-jobs?source=mastodon
LLM-generated EHR summaries can fail in the worst way: one confident hallucination that changes clinical meaning.
This guide shows claim-level evaluation, risk-weighted safety metrics, and production gates (generate → verify, conservative fallbacks, monitoring).
Read: https://codelabsacademy.com/en/blog/evaluating-llm-hallucinations-clinical-safety-ehr-summaries?source=mastodon
Small clinical datasets burn privacy budget fast. In this guide, we train with #DifferentialPrivacy (DP‑SGD) in #PyTorch using #Opacus, tune clipping (C) + noise (σ), and plot AUROC vs ε to choose a defensible point.
In #MLOps for #HealthcareAI, “service is up” doesn’t mean the model is safe. Monitor drift, missingness spikes, calibration shifts, and API abuse without leaking PHI through logs.
Read the full guide → https://codelabsacademy.com/en/blog/healthcare-ml-monitoring-incident-response-models?source=mastodon
Career change into #UXDesign or #UIDesign? This guide maps a realistic bootcamp timeline, what to include in 2-3 portfolio case studies, and a first-job plan (applications, networking, interviews). Read the full guide: https://codelabsacademy.com/en/blog/ux-ui-bootcamp-career-changers-timeline-portfolio-first-job-strategy?source=mastodon
Clinical AI can ace ROC AUC and still create harm: missed cases, alert fatigue, and workflow friction.
Learn evaluation that matches bedside decisions: Calibration, cost‑sensitive utility, and Decision Curve Analysis (net benefit).
For #UXDesign and #ProductDesign job hunters: responsibilities, tools, and portfolio signals, so you apply with the right story. Which role are you targeting?
Choosing between Cybersecurity and SoftwareEngineering? Our guide breaks down skills, first roles, and who thrives in each path, whether you’re leaning toward InfoSec or WebDev. Useful for a Career Change or Coding Bootcamp decision.
Read the full guide → https://codelabsacademy.com/en/blog/cybersecurity-vs-software-engineering-skills-jobs-fit?source=mastodon
In FederatedLearning, non‑IID hospital data can break FedAvg. This guide shows why client drift happens, how FedProx stabilizes training, and when personalization helps using PyTorch on EHR‑style tabular data.
Read the full article: https://codelabsacademy.com/en/blog/handling-non-iid-clinical-data-federated-learning-pytorch?source=mastodon
If you're in #Greece and considering #DYPA (ex-#OAED) vouchers, this guide explains the training + certification flow, where EU-funded #Upskilling fits, and how to turn it into a #CareerChange toward a #TechCareer (projects + portfolio). Read: https://codelabsacademy.com/en/blog/greece-dypa-vouchers-eu-upskilling-tech-pathways?source=mastodon
Building clinical ML APIs? Zero trust helps you prove who accessed a prediction and why.
This guide covers OAuth2/OIDC JWT checks, mTLS for service identity, and privacy‑aware audit logging practical APISecurity for ZeroTrust teams shipping #HealthcareAI and #MLOps with #FastAPI.
Read the full guide: https://codelabsacademy.com/en/blog/zero-trust-clinical-ml-apis-oauth2-mtls-audit-logging?source=mastodon
In HealthTech, “remove identifiers” isn’t a DataPrivacy strategy. k-anonymity can reduce singling out in shared tables; differential privacy helps when you publish aggregates or answer many queries.
Deep dive + Python demos: https://codelabsacademy.com/en/blog/k-anonymity-vs-differential-privacy-healthcare?source=mastodon
#DifferentialPrivacy #PrivacyEngineering #DataScience #Cybersecurity
In HealthTech, “remove identifiers” isn’t a DataPrivacy strategy. k-anonymity can reduce singling out in shared tables; differential privacy helps when you publish aggregates or answer many queries.
Deep dive + Python demos: https://codelabsacademy.com/en/blog/k-anonymity-vs-differential-privacy-healthcare?source=mastodon
#DifferentialPrivacy #PrivacyEngineering #DataScience #Cybersecurity
Choosing a part-time online bootcamp in 2026? Compare schedules (evenings vs weekends), realistic weekly workload, and outcomes that get you hired (portfolio + career support).
Read the full guide: https://codelabsacademy.com/en/blog/best-part-time-online-coding-bootcamps-2026-guide-schedule-workload-outcomes?source=mastodon
#CodingBootcamp #CareerChange #WebDevelopment #DataScience #Cybersecurity #UXDesign
In 2026, Coding Copilots can help you move faster in a Coding Bootcamp, but they won’t replace Debugging, Testing, and basic System Design. Our new guide explains what changes in bootcamp learning and what you still need to learn to get job-ready. Read: https://codelabsacademy.com/en/blog/ai-coding-assistants-bootcamp-learning-2026?source=mastodon
Bootcamp interview coming up? In 2026, admissions teams mainly assess your goals, weekly time plan, and how you learn under pressure. This guide covers common questions plus a prep checklist for CareerChange learners in WebDevelopment, DataScience, Cybersecurity, and UX/UI Design.
#CareerChange #TechBootcamp #InterviewPrep #WebDevelopment #DataScience
Picking a CodingBootcamp in Spain for 2026? This guide compares Madrid vs Barcelona vs remote, plus a checklist for curriculum, projects, and CareerSupport. Read the full article: https://codelabsacademy.com/en/blog/best-coding-bootcamps-spain-2026-madrid-barcelona-remote?source=mastodon
Building healthcare NLP? This guide shows a HIPAA‑aware de‑identification pipeline for clinical notes in Python: regex + PHI tagging, audit‑ready redaction spans, and production tips (versioning, drift). Also: when #DifferentialPrivacy (DP‑SGD) matters for shared models.
Read the full guide: https://codelabsacademy.com/en/blog/building-hipaa-deidentification-clinical-notes-python?source=mastodon
Marketing, HR, and Operations teams are being asked to deliver more with the same headcount. This guide breaks down practical workflows, quality checks, and a 30-60-90 upskilling plan you can start this week.
Read the full article: https://codelabsacademy.com/en/blog/ai-for-non-tech-professionals-2026-marketing-hr-operations?source=mastodon
#Marketing #HR #Operations #CareerChange #Upskilling #Automation
UK cybersecurity training for employees shouldn’t stop at annual awareness. Use a 3-layer plan: org-wide Security Awareness, role-based training for high-risk teams, and hands-on SecureCoding + response drills for IT and Engineering.
Read the full guide: https://codelabsacademy.com/en/blog/uk-cybersecurity-training-for-employees?source=mastodon