University of Colorado System
AI for Healthcare Systems Specialization
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

Included with Coursera Plus

Get in-depth knowledge of a subject

(6 reviews)

Beginner level

Recommended experience

1 month at 10 hours a week
Flexible schedule
Earn a career credential
Share your expertise with employers
Get in-depth knowledge of a subject

(6 reviews)

Beginner level

Recommended experience

1 month at 10 hours a week
Flexible schedule
Earn a career credential
Share your expertise with employers

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.

Overview

What’s included

Shareable certificate

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Taught in English
Recently updated!

September 2025

15 practice exercises

Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from University of Colorado System

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

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

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

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

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

Machine Learning, Diagnostic Tests, Unsupervised Learning, Predictive Modeling, Artificial Intelligence, Descriptive Analytics, Supervised Learning, Applied Machine Learning, Reinforcement Learning, Data Mining, Health Informatics, Human Factors (Security), Data Modeling, Machine Learning Algorithms, Exploratory Data Analysis, Decision Support Systems, and Statistical Modeling

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

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

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Instructor

Jiban Khuntia
University of Colorado System
4 Courses1,178 learners

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