University of Colorado System
AI for Healthcare Systems Specialization

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University of Colorado System

AI for Healthcare Systems Specialization

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

Jiban Khuntia

Instructor: Jiban Khuntia

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Get in-depth knowledge of a subject
Beginner level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
Beginner level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • 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.

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Taught in English
Recently updated!

September 2025

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Specialization - 4 course series

What you'll learn

  • 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.

Skills you'll gain

Category: Health Technology
Category: Healthcare Industry Knowledge
Category: Machine Learning
Category: Health Systems
Category: Health Equity
Category: Artificial Intelligence
Category: Chronic Diseases
Category: Health Care
Category: Digital Transformation

What you'll learn

  • 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.

Skills you'll gain

Category: Digital Transformation
Category: Analytics
Category: Health Technology
Category: Applied Machine Learning
Category: Real Time Data
Category: Advanced Analytics
Category: Data-Driven Decision-Making
Category: Machine Learning Algorithms
Category: Artificial Intelligence
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Data Governance
Category: Predictive Analytics
Category: Machine Learning
Category: Decision Support Systems
Category: Business Analytics
Category: Predictive Modeling
Category: Health Informatics

What you'll learn

  • 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.

Skills you'll gain

Category: Exploratory Data Analysis
Category: Artificial Intelligence
Category: Health Technology
Category: Machine Learning Algorithms
Category: Human Factors (Security)
Category: Health Informatics
Category: Supervised Learning
Category: Predictive Modeling
Category: Unsupervised Learning
Category: Statistical Modeling
Category: Data Modeling
Category: Applied Machine Learning
Category: Descriptive Analytics
Category: Machine Learning
Category: Feature Engineering
Category: Decision Support Systems
Category: Reinforcement Learning

What you'll learn

  • 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.

Skills you'll gain

Category: Agentic systems
Category: Generative AI Agents
Category: Health Technology
Category: Real Time Data
Category: Health Informatics
Category: Health Care Procedure and Regulation
Category: Health Systems
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Data Ethics
Category: Machine Learning Algorithms
Category: Predictive Modeling
Category: Healthcare Ethics
Category: Artificial Intelligence
Category: Decision Support Systems

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Instructor

Jiban Khuntia
University of Colorado System
0 Courses0 learners

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