Data science skillset demo: Causal inference for Treatment Effect & Clinical Priority
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Apr 19, 2026 - Python
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risk-reduction
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Introducing: A next‑generation Safety Instrumented System (SIS) framework introducing SIL(t) — a time‑dependent, data‑driven model that corrects the static assumptions of IEC 61508. Includes dynamic risk analytics, operational drift modeling, lake-house architecture diagrams, and end‑to‑end SIS data flow for modern industrial environments.
risk-analysis reliability-engineering lopa iec-61508 functional-safety safety-standards risk-reduction failure-probability process-safety hazard-analysis safety-instrumented-systems sis-design sis-analysis sis-framework sil-calculation sil-verification sil-assessment layer-of-protection-analysis safety-lifecycle iec-61511
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Feb 28, 2026
This project takes live images of the driver, detects the signs of possible drowsiness, and alarms the driver to their condition and thus helps to reduce the risk.
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Mar 2, 2024
This specialization has covered all the latest discoveries in medicine solving diagnostic, prognostic and treatment-related problems with some state-of-the-art algorithms and libraries. I have completed the course which helps me to be an expert in AI for Medicine.
patient odds-ratio ground-truth treatment negbio risk-reduction treatmenteffect medicalquestionanswering
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Aug 7, 2020 - Jupyter Notebook
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