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Biomedical Research Dashboards & Analytics Training | Shiny, Dash, Streamlit, Panel

NTHRYS >> Services >> Academic Services >> Training Programs >> Bioinformatics Training >> AI/ML, Data Science, Pipelines & Cloud >> Biomedical Research Dashboards & Analytics Training | Shiny, Dash, Streamlit, Panel

Biomedical Research Dashboards & Analytics — Hands-on

Build end-to-end biomedical analytics apps and dashboards that scientists and clinicians actually use. Learn layout & UX patterns, interactive filtering, linked brushing, role-based access, data APIs and SQL backends, plus deployment and monitoring for secure, reproducible decision support.

Biomedical Research Dashboards & Analytics
Help Desk · WhatsApp
Session 1
Fee: Rs 17,600
UX, Layouts & Interactivity
  • Frameworks & components
  • Shiny Dash Streamlit Panel
  • Charts & interactions
  • Plotly Vega/Altair linked brushing filters/tooltips
  • Layouts & usability
  • grid/cards accessibility perf basics
Session 2
Fee: Rs 23,400
Data Backends & APIs
  • Data sources & modeling
  • PostgreSQL DuckDB/Parquet S3/GS/Blob
  • APIs & services
  • FastAPI/Flask caching pagination
  • Export & reporting
  • CSV/XLSX/PDF scheduled jobs audit trails
Session 3
Fee: Rs 29,400
Security, RBAC & Deployments
  • Identity & access
  • OAuth2/OIDC SSO/RBAC row-level security
  • Packaging & deploys
  • Docker Kubernetes ingress/TLS
  • Ops & observability*
  • logging/metrics alerts/uptime cost controls
*Educational guidance only; not legal compliance advice.
Session 4
Fee: Rs 36,800
Mini Capstone: Production Dashboard
  • Ship a secure, role-based research dashboard
  • Theory + Practical
  • Perf & stakeholder handoff
  • caching & snapshots SLA & runbook release notes
  • Deliverables: app, docs & report
  • repo + Docker image admin guide PDF/HTML summary


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