University of Colorado System
AI for Healthcare Systems 专项课程
University of Colorado System

AI for Healthcare Systems 专项课程

Learn to Apply AI in Healthcare. Master strategies and tactics for broad application of AI in healthcare organizations.

Jiban Khuntia

位教师:Jiban Khuntia

包含在 Coursera Plus

深入学习学科知识
初级 等级

推荐体验

4 周 完成
在 10 小时 一周
灵活的计划
自行安排学习进度
深入学习学科知识
初级 等级

推荐体验

4 周 完成
在 10 小时 一周
灵活的计划
自行安排学习进度

您将学到什么

  • Build practical skills to design, evaluate, and apply AI solutions responsibly for healthcare’s most pressing challenges.

  • Harness AI and analytics to transform healthcare systems, improve decisions, and address real-world health challenges.

  • Develop the skills to model, design, and apply AI responsibly in advancing healthcare innovation and patient outcomes.

要了解的详细信息

可分享的证书

添加到您的领英档案

授课语言:英语(English)
最近已更新!

September 2025

了解顶级公司的员工如何掌握热门技能

Petrobras, TATA, Danone, Capgemini, P&G 和 L'Oreal 的徽标

精进特定领域的专业知识

  • 向大学和行业专家学习热门技能
  • 借助实践项目精通一门科目或一个工具
  • 培养对关键概念的深入理解
  • 通过 University of Colorado System 获得职业证书

专业化 - 4门课程系列

您将学到什么

  • After completing this course, you will be able to describe what AI means for healthcare and health systems.

  • Understand how health systems broadly use AI for the enhancement of their capabilities.

  • You will also develop insights into the potential of AI to solve grand healthcare challenges.

您将获得的技能

类别:Artificial Intelligence
类别:Chronic Diseases
类别:Machine Learning
类别:Predictive Modeling
类别:Health Equity
类别:Health Care
类别:Healthcare Industry Knowledge
类别:Digital Transformation
类别:Health Informatics
类别:Responsible AI
类别:Health Technology
类别:Health Systems

您将学到什么

  • Understand AI’s role in the Data-Information-Analysis-Decision (DIAD) process and how it enhances decision-making in healthcare.

  • Analyze the integration of AI-driven analytics and machine learning algorithms in healthcare models for predictive and operational intelligence.

  • Assess the challenges of AI implementation in healthcare, including data governance, workflow integration, and strategic alignment.

您将获得的技能

类别:Artificial Intelligence
类别:Data-Driven Decision-Making
类别:Machine Learning Algorithms
类别:Machine Learning
类别:Analytics
类别:Applied Machine Learning
类别:Artificial Neural Networks
类别:Business Analytics
类别:Artificial Intelligence and Machine Learning (AI/ML)
类别:Data Integration
类别:Health Technology
类别:Advanced Analytics
类别:Predictive Analytics
类别:Health Information Management
类别:Decision Support Systems
类别:Data Governance
类别:Real Time Data
类别:Health Informatics
类别:Digital Transformation
AI Integration in Healthcare

AI Integration in Healthcare

第 3 门课程8小时

您将学到什么

  • Understand key AI algorithms and their applications in healthcare decision-making.

  • Learn the fundamentals of AI modeling, including data preparation, training, and evaluation.

  • Explore different AI model types and design principles for effective healthcare integration.

您将获得的技能

类别:Machine Learning
类别:Predictive Modeling
类别:Artificial Intelligence
类别:Descriptive Analytics
类别:Unsupervised Learning
类别:Supervised Learning
类别:Diagnostic Tests
类别:Applied Machine Learning
类别:Human Factors (Security)
类别:Reinforcement Learning
类别:Exploratory Data Analysis
类别:Data Mining
类别:Statistical Modeling
类别:Machine Learning Algorithms
类别:Decision Support Systems
类别:Health Informatics
类别:Data Modeling
AI Agents in Healthcare and Capstone

AI Agents in Healthcare and Capstone

第 4 门课程7小时

您将学到什么

  • Understand the role of agentic AI and AI-driven agents in healthcare exploring their impact on automation, decision-making, and system optimization.

  • Apply theoretical concepts to real-world healthcare challenges, designing and executing a capstone project that addresses issues for patient care.

  • Develop a comprehensive AI-driven healthcare strategy.

您将获得的技能

类别:Artificial Intelligence
类别:Responsible AI
类别:Agentic systems
类别:Healthcare Ethics
类别:Solution Design
类别:Generative AI
类别:Generative AI Agents
类别:Health Systems
类别:Health Technology
类别:Artificial Intelligence and Machine Learning (AI/ML)
类别:Data Ethics
类别:Predictive Modeling
类别:Real Time Data
类别:AI Personalization
类别:AI Product Strategy

获得职业证书

将此证书添加到您的 LinkedIn 个人资料、简历或履历中。在社交媒体和绩效考核中分享。

位教师

Jiban Khuntia
University of Colorado System
4 门课程748 名学生

提供方

人们为什么选择 Coursera 来帮助自己实现职业发展

Felipe M.
自 2018开始学习的学生
''能够按照自己的速度和节奏学习课程是一次很棒的经历。只要符合自己的时间表和心情,我就可以学习。'
Jennifer J.
自 2020开始学习的学生
''我直接将从课程中学到的概念和技能应用到一个令人兴奋的新工作项目中。'
Larry W.
自 2021开始学习的学生
''如果我的大学不提供我需要的主题课程,Coursera 便是最好的去处之一。'
Chaitanya A.
''学习不仅仅是在工作中做的更好:它远不止于此。Coursera 让我无限制地学习。'
Coursera Plus

通过 Coursera Plus 开启新生涯

无限制访问 10,000+ 世界一流的课程、实践项目和就业就绪证书课程 - 所有这些都包含在您的订阅中

通过在线学位推动您的职业生涯

获取世界一流大学的学位 - 100% 在线

加入超过 3400 家选择 Coursera for Business 的全球公司

提升员工的技能,使其在数字经济中脱颖而出

常见问题