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AI in Healthcare & Drug Discovery · LearnSpace
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AI in Healthcare & Drug Discovery

Курс от AI CERTs
Начальный≈ 17.1 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

AI is transforming how healthcare, pharmaceutical research, and drug discovery teams work, from early-stage research to clinical decision-making. The AI in Healthcare & Drug Discovery Certification is a beginner-friendly, hands-on program designed for professionals in pharma, biotech, clinical research, healthcare analytics, and medical innovation. Learn how AI supports drug discovery, clinical trials, biomedical analysis, and evidence-based decisions without coding experience. The course covers practical AI applications across the drug development lifecycle, including target identification, molecule screening, biomarker evaluation, trial planning, clinical data analysis, and research automation. Through guided exercises and real-world scenarios, you’ll learn how to use machine learning, generative AI, predictive analytics, and automation to review scientific information faster, analyze data more efficiently, and support safer, smarter research outcomes. By the end of the course, you’ll confidently apply AI tools to improve productivity, research quality, and decision-making across healthcare and drug development workflows. Enroll now to gain practical AI skills for healthcare research and innovation.

Навыки, которые вы освоите

Applied Machine LearningMedical Science and ResearchRegulatory ComplianceAI WorkflowsMachine LearningAI literacyScience and ResearchAI IntegrationsAnalyticsPredictive AnalyticsBiomedical TechnologyGenerative AI

Программа курса

9 модулей · 85 учебных материалов

01Module 1: AI Foundations for the Pharma 12 материалов
Navigation VideoВидеоCourse IntroductionВидеоEbook: Module 1: AI Foundations for the PharmaЧтениеAudiobook: Module 1: AI Foundations for PharmaВидео

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AI CERTs Team

Преподаватель курса

AI in Healthcare & Drug Discovery
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 17.1 ч

9 модулей

Язык: Английский

Субтитры: Дари, Пушту

Часть программы вашего университета
Podcast: Module 1: AI Foundations for PharmaВидео
1.1 AI Fundamentals and HierarchyВидео
1.2 AI Models, Implementation, and Governance in PharmaВидео
1.3 Advanced AI Applications for Pharma Knowledge, Writing, and Drug DevelopmentВидео
1.4 AI Copilots and Prompt Engineering for Medical Writing and Regulatory DocumentsВидео
1.5 Case StudiesВидео
Activity: AccordionPLUGIN
Quiz 1Задание
02Module 2: AI in Drug Discovery and Development11 материалов
Ebook: Module 2: AI in Drug Discovery and DevelopmentЧтениеAudiobook: Module 2: AI in Drug Discovery and DevelopmentВидеоPodcast: Module 2: AI in Drug Discovery and DevelopmentВидео2.1 AI for Protein and Molecular DesignВидео2.2 AI-Driven Drug Screening and Multi-Target DesignВидео2.3 AI for ADMET ProfilingВидео2.4 AI-Powered Drug Repurposing and Target IdentificationВидео2.5 AI for Natural Product and Peptide DiscoveryВидео2.6 Case StudiesВидеоActivity: Drag and DropPLUGINQuiz 2Задание
03Module 3: Clinical Trials Optimization with AI11 материалов
Ebook: Module 3: Clinical Trials Optimization with AIЧтениеAudiobook: Module 3: Clinical Trials Optimization with AIВидеоPodcast: Module 3: Clinical Trials Optimization with AIВидео3.1 AI-Enhanced Patient RecruitmentВидео3.2 Decentralized and AI-Augmented Trial OperationsВидео3.3 Bayesian Adaptive DesignsВидео3.4 AI for Dose OptimizationВидео3.5 Digital Twins for Trial SimulationВидео3.6 Case Study: Pfizer's AI and Digital Biomarkers in Oncology Trials (2024–2025)ВидеоActivity: CarouselPLUGINQuiz 3Задание
04Module 4: Precision Medicine and Genomics10 материалов
Ebook: Module 4: Precision Medicine and GenomicsЧтениеAudiobook: Module 4: Precision Medicine and GenomicsВидеоPodcast: Module 4: Precision Medicine and GenomicsВидео4.1 The Multi-Omics Landscape and Graph Neural Networks (GNNs) for Pathway AnalysisВидео4.2 Single-Cell AnalysisВидео4.3 AI-Driven Personalized Treatment and Companion DiagnosticsВидео4.4 AI for Rare Disease and Orphan Drug DevelopmentВидео4.5 Real-World Evidence and Case StudyВидеоActivity: Problem StatementPLUGINQuiz 4Задание
05Module 5: Regulatory and Ethical AI in Pharma9 материалов
Ebook: Module 5: Regulatory and Ethical AI in PharmaЧтениеAudiobook: Module 5: Regulatory and Ethical AI in PharmaВидеоPodcast: Module 5: Regulatory and Ethical AI in PharmaВидео5.1 AI-Powered Regulatory IntelligenceВидео5.2 Generative AI for Medical and Regulatory WritingВидео5.3 AI in Pharmacovigilance and Safety SurveillanceВидео5.4 Case Study: AstraZeneca’s AI-Powered Pharmacovigilance PlatformВидеоActivity: HotspotPLUGINQuiz 5Задание
06Module 6: Implementing AI in Pharma Projects9 материалов
Ebook: Module 6: Implementing AI in Pharma ProjectsЧтениеAudiobook: Module 6: Implementing AI in Pharma ProjectsВидеоPodcast: Module 6: Implementing AI in Pharma ProjectsВидео6.1 Ethical AI Principles in PharmaВидео6.2 Data Privacy FrameworksВидео6.3 AI Governance Frameworks and ComplianceВидео6.4 Case Study: AI Bias in Clinical Decision SupportВидеоActivity: Flip CardPLUGINQuiz 6Задание
07Module 7: Future Trends and Sustainability in Pharma AI9 материалов
Ebook: Module 7: Future Trends and Sustainability in Pharma AIЧтениеAudiobook: Module 7: Future Trends and Sustainability in Pharma AIВидеоPodcast: Module 7: Future Trends and Sustainability in Pharma AIВидео7.1 Quantum Computing in Drug DiscoveryВидео7.2 AI-Enabled Digital Biomarkers and WearablesВидео7.3 AI for Sustainable and Patient-Centric PharmaВидео7.4 Case StudiesВидеоActivity: Case StudyPLUGINQuiz 7Задание
08Module 8: Capstone Project7 материалов
Ebook: Module 8: Capstone ProjectЧтениеAudiobook: Module 8: Capstone ProjectВидеоPodcast: Module 8: Capstone ProjectВидео8.1 Introduction to Capstone ProjectВидеоActivity: Sequence ArrangementPLUGINCourse Summary ВидеоQuiz 8Задание
09AI Agents Pharma7 материалов
Ebook: AI Agents PharmaЧтение1.1 What Are AI Agents?Видео 1.2 Core Characteristics of AI AgentsВидео1.3 Significance of AI Agents in PharmaВидео1.4 Types of AI AgentsВидео1.5 Applications and Trends in PharmaВидео1.6 Case Study: Accelerated Lead Optimization with a Generative AI AgentВидео