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Generative AI Courses

Generative AI courses can help you learn how models create text, images, and other outputs using patterns learned from data. You can build skills in prompt design, model evaluation, and understanding how generative systems behave across tasks. Many courses introduce tools such as Python libraries, APIs, or model interfaces that support experimenting with generation and applying core concepts.


Popular Generative AI Courses and Certifications


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    University of Colorado System

    AI for Healthcare Systems

    Skills you'll gain: Responsible AI, Agentic systems, Data Ethics, Machine Learning Algorithms, Data Governance, Health Systems, Health Informatics, Artificial Intelligence, Analytics, Digital Transformation, Healthcare Industry Knowledge, Healthcare Ethics, Artificial Intelligence and Machine Learning (AI/ML), Human Factors (Security), Generative AI Agents, Machine Learning, Health Technology, Health Information Management, Information Technology, Information Systems

    4.2
    Rating, 4.2 out of 5 stars
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    20 reviews

    Beginner · Specialization · 3 - 6 Months

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    J

    Johns Hopkins University

    Introduction to Using Generative AI in Public Health

    Skills you'll gain: Prompt Engineering, Large Language Modeling, ChatGPT, Generative AI, Responsible AI, Healthcare Ethics, Public Health, Data Ethics, Public Health and Disease Prevention, Health Policy, Health Informatics, Artificial Intelligence, Microsoft Copilot, Emerging Technologies

    4.6
    Rating, 4.6 out of 5 stars
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    10 reviews

    Mixed · Course · 1 - 4 Weeks

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    Vanderbilt University

    ChatGPT Meal Planning: Effortlessly Plan and Cook with AI

    Skills you'll gain: Meal Planning And Preparation, AI Personalization, ChatGPT, Cooking, Calendar Management, Generative AI, Creative Thinking, Prompt Engineering, Time Management

    4.8
    Rating, 4.8 out of 5 stars
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    24 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    University of Glasgow

    Generative AI for Healthcare Students and Professionals

    Skills you'll gain: Responsible AI, Data Ethics, Healthcare Industry Knowledge, Predictive Modeling, Healthcare Ethics, Generative AI, Prompt Engineering, Artificial Intelligence, Deep Learning, Health Care, Clinical Informatics, Telehealth, Image Analysis, Health Informatics, Medical Imaging, Augmented and Virtual Reality (AR/VR), Radiology

    4.7
    Rating, 4.7 out of 5 stars
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    17 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    GenAI for Clinical Documentation

    Skills you'll gain: Clinical Documentation, Responsible AI, Healthcare Ethics, Medical History Documentation, Data Ethics, Generative AI Agents, Clinical Informatics, Health Informatics, Medical Privacy, System Implementation

    Intermediate · Course · 1 - 4 Weeks

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    AI CERTs

    AI for Healthcare

    Skills you'll gain: Medical Imaging, Healthcare Ethics, Precision Medicine, Health Care Procedure and Regulation, Health Informatics, Predictive Analytics, AI Personalization, Machine Learning, Natural Language Processing, Healthcare Industry Knowledge, Clinical Monitoring, Artificial Intelligence and Machine Learning (AI/ML), Diagnostic Radiology, Patient Communication, Generative AI, Generative AI Agents, Computer Science, Medical Support, Business Strategy, Business

    Intermediate · Course · 1 - 3 Months

What brings you to Coursera today?

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    Starweaver

    AI Innovations with Open Tools in Healthcare Processes

    Skills you'll gain: General Data Protection Regulation (GDPR), Health Insurance Portability And Accountability Act (HIPAA) Compliance, Open Source Technology, Patient Communication, Data Ethics, Responsible AI, Clinical Informatics, Healthcare Ethics, Decision Support Systems, Health Care Procedure and Regulation, ChatGPT, Health Informatics, Healthcare Industry Knowledge, Artificial Intelligence, Health Technology, AI Personalization, Applied Machine Learning, Medical Imaging, Automation, Medical Coding

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Generative AI-Powered Solutions for Modern Healthcare

    Skills you'll gain: Clinical Documentation, Generative AI, Responsible AI, Resource Utilization, Patient Flow, Lean Methodologies, Operational Efficiency, Data Ethics, Health Care Administration, Operations Management, Health Care Procedure and Regulation, Informed Consent, Clinical Research Ethics, Process Improvement, Continuous Improvement Process, Medical Privacy, Risk Management, Healthcare Ethics, Telehealth, Health Informatics

    4.4
    Rating, 4.4 out of 5 stars
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    56 reviews

    Intermediate · Specialization · 3 - 6 Months

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    R

    Real Madrid Graduate School Universidad Europea

    Sports Nutrition and Training: Innovation Assets

    Skills you'll gain: Leadership, Collaboration, Physical Stamina, Performance Analysis, Sports Medicine, Nutrition and Diet, Athletic Training, Exercise Science, Injury Prevention, Coaching, Nutrition Education, Innovation, Automation, AI Personalization, Teamwork, Performance Reporting, Technology Solutions, Data Management, Health Technology, Communication

    Beginner · Specialization · 3 - 6 Months

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    Real Madrid Graduate School Universidad Europea

    Nutrición y entrenamiento deportivo: activos de innovación

    Skills you'll gain: Sports Medicine, Coaching, Athletic Training, Physical Stamina, Exercise Science, Performance Analysis, Nutrition and Diet, Nutrition Education, Leadership, Automation, Teamwork, Performance Reporting, Injury Prevention, AI Personalization, Collaboration, Innovation, Data Management, Technology Solutions, Health Technology, Communication

    Beginner · Specialization · 3 - 6 Months

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    C

    Coursera

    Introduction to Generative AI in Healthcare

    Skills you'll gain: Generative AI, Responsible AI, Data Ethics, Health Care Procedure and Regulation, Healthcare Industry Knowledge, Medical Privacy, Artificial Intelligence, Healthcare Ethics, Health Informatics, Treatment Planning, Medical Imaging, Natural Language Processing, Decision Support Systems

    4.2
    Rating, 4.2 out of 5 stars
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    38 reviews

    Beginner · Course · 1 - 3 Months

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    E

    Empower School of Health

    Foundations of Digital Health & Ethical Aspects

    Skills you'll gain: Health Technology, Healthcare Ethics, Data Ethics, Telehealth, Medical Privacy, Surgery, Health Informatics, Health Disparities, Health Care Procedure and Regulation, Ethical Standards And Conduct, Health Care Administration, Public Health, Public Health and Disease Prevention, Regulation and Legal Compliance, Information Privacy, Health Equity, Medical Equipment and Technology, Informed Consent, Health Policy, Digital Transformation

    Intermediate · Specialization · 1 - 3 Months

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In summary, here are 10 of our most popular generative ai courses

  • AI for Healthcare Systems: University of Colorado System
  • Introduction to Using Generative AI in Public Health: Johns Hopkins University
  • ChatGPT Meal Planning: Effortlessly Plan and Cook with AI: Vanderbilt University
  • Generative AI for Healthcare Students and Professionals: University of Glasgow
  • GenAI for Clinical Documentation: Coursera
  • AI for Healthcare: AI CERTs
  • AI Innovations with Open Tools in Healthcare Processes: Starweaver
  • Generative AI-Powered Solutions for Modern Healthcare: Coursera
  • Sports Nutrition and Training: Innovation Assets: Real Madrid Graduate School Universidad Europea
  • Nutrición y entrenamiento deportivo: activos de innovación: Real Madrid Graduate School Universidad Europea

Frequently Asked Questions about Generative Ai

Browse the graphic design courses below—popular starting points on Coursera.

  • Graphic Design: Adobe
  • Fundamentals of Graphic Design: California Institute of the Arts
  • Graphic Design: University of Colorado Boulder
  • Graphic Design Theory - Web & Digital Design: Skillshare‎

These beginner-friendly options are designed for those without a technical background or coding experience:

  • Introduction to Generative AI – A short, no-code course from Google Cloud that covers foundational concepts and use cases.
  • Generative AI for Everyone by Andrew Ng – Helps you understand how generative AI works and how it’s being used across industries.
  • Responsible AI for Beginners by Google – Offers accessible guidance on the ethics and risks of using generative models. ‎

The Generative AI: Introduction and Applications course by IBM takes 8 hours to complete and covers topics like:

  • Machine learning
  • Virtual environments
  • Responsible AI

It uses tools such as Java.

On the other hand, the Introduction to Generative AI course by Google Cloud can be completed in 1 hour and emphasizes:

  • Artificial intelligence
  • Deep learning
  • Google Cloud Platform

It uses tools like R.

Both courses explore core topics of generative AI but differ in duration and specific areas of focus. Choose based on your preference for a more in-depth IBM course or a quicker Google Cloud credential.‎

Start by deciding whether you want to understand generative AI concepts, learn how to build models, or apply tools like ChatGPT or DALL·E in your work.

  • For foundational knowledge with real-world applications, try Introduction to Generative AI from the University of Colorado Boulder.
  • To build with large language models (LLMs), explore Generative AI with Large Language Models from DeepLearning.AI and AWS.
  • For creative or business applications, consider How Diffusion Models Work or ChatGPT Prompt Engineering for Developers from DeepLearning.AI and OpenAI.‎
  • A course focuses on a specific skill or topic—for example, LangChain for LLM Application Development helps you build apps with LLMs.
  • A Specialization is a series of courses for deeper expertise—such as Generative AI Engineering with LLMs Specialization by IBM.
  • A Professional Certificate offers end-to-end, career-aligned training—like the AI Product Manager Certificate from Microsoft, which includes coverage of generative AI topics for business.‎

Click here to ask ChatGPT to find the right GenAI course on Coursera for your learning goals.‎

Yes. You can start learning generative AI on Coursera for free in two ways:

  • Preview the first module of many GenAI courses at no cost. This includes video lessons, readings, graded assignments, and Coursera Coach (where available).
  • Start a 7-day free trial for Specializations or Coursera Plus. This gives you full access to all course content across eligible programs within the timeframe of your trial.

If you want to keep learning, earn a certificate in generative AI, or unlock full course access after the preview or trial, you can upgrade or apply for financial aid.‎

Generative AI courses on Coursera provide learners with the skills to engage with one of the most innovative areas of artificial intelligence:

  • Understanding the principles behind generative models like GANs (Generative Adversarial Networks) and VAEs (Variational Autoencoders).
  • Techniques for creating synthetic data, artworks, and realistic simulations.
  • Application of generative AI in various domains such as music, video, and text.
  • Programming skills to develop generative models using TensorFlow and PyTorch.
  • Ethical considerations in deploying generative AI technologies.
  • Best practices for training and optimizing generative models to ensure quality and efficiency.‎

Generative AI courses on Coursera are structured to accommodate learners with different levels of expertise:

  • Beginners can start with introductory courses that cover basic AI concepts and foundational machine learning knowledge.
  • Intermediate learners can improve their understanding of deep learning and start working with generative models.
  • Advanced participants can explore cutting-edge applications and techniques in generative AI.‎

Upon completing Generative AI courses on Coursera, learners can obtain credentials that may assist in their professional and academic pursuits:

  • Professional certificates that signify a foundational understanding and practical skills in generative AI.
  • Specializations that focus on specific aspects of generative AI, such as neural networks or creative applications.
  • Certificates that can be showcased to employers and academic institutions as evidence of specialized knowledge in a rapidly advancing field.‎

Skills in Generative AI open the door to a range of cutting-edge career opportunities:

  • AI Research Scientist, developing new methods and technologies in generative AI.
  • Creative Technologist, integrating AI into digital art, marketing, and entertainment.
  • Machine Learning Engineer, specializing in building and training generative models.
  • Product Developer, using generative AI to innovate product designs and features.
  • Data Scientist, employing generative models for data augmentation and complex analyses.‎
This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

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