AI in Healthcare Courses

Explore our curated list of courses to enhance your AI literacy and skills in the medical field.

Anthropic API and Prompt Engineering Courses

Sponsored by: Anthropic

Audience: Developers and AI practitioners
Cost: Free
Duration: Self-paced
Credits: No

Courses on using the Claude API, prompt engineering techniques, evaluations, and tooling with Claude 3 Haiku for cost efficiency. Includes 5 courses: API fundamentals, prompt engineering tutorial, real world prompting, prompt evaluations, and tool use.

Keywords:
AnthropicAPIPrompt EngineeringDeveloperClaudeFreeOnline

Generative AI for Healthcare

Sponsored by: Google Cloud Skills Boost

Audience: Healthcare professionals (physicians, nurses, administrators, researchers)
Cost: 1 Credit (subscription required)
Duration: 1 hour
Credits: Skill badge upon completion

This course demystifies generative AI and large language models in healthcare. Define AI/ML concepts, describe Generative AI healthcare use cases, understand Large Language Models, and learn prompt design techniques through hands-on labs.

Keywords:
Generative AIGoogleHealthcare ProfessionalLLMPromptingOnlineShort Course

Data Augmented Technology Assisted Medical Decision Making

Sponsored by: University of Michigan

Audience: Medical students, residents, fellows, practicing physicians, advanced practice providers, and registered nurses
Cost: Included with Coursera Plus
Duration: 11 hours (3 weeks at 3 hours a week)
Credits: Yes (3.5 AMA PRA Category 1 Credits)

Artificial intelligence (AI) and machine learning (ML) have the potential to increase diagnostic accuracy, decrease diagnostic errors, and improve patient outcomes. This course teaches how to use AI to augment diagnostic decision-making. Learn to describe the crucial role, strengths, and limitations of AI and ML in evidence-based medical decision making; evaluate machine learning studies for bias and systematic error; apply ML study results to diagnostic decisions; and identify legal and ethical issues in AI/ML healthcare use.

Keywords:
Machine LearningDecision MakingCourseraPhysicianNurseTraineeOnlineCE

Navigating AI in Health Care

Sponsored by: American Medical Association

Audience: Healthcare professionals exploring AI applications
Cost: Free
Duration: Webinar series
Credits: No

Discuss practical uses of AI in medical practice, addressing risks and transformational potential. Part of the AMA STEPS Forward® Innovation Academy webinar series.

Keywords:
HealthcareAMAWebinarFreeProfessional

Navigating Disruption: Generative AI in the Workplace

Sponsored by: University of Michigan

Audience: Professionals adapting to AI disruptions
Cost: Free
Duration: 4 weeks (4 separate 1-week courses)
Credits: No (not U-M credit eligible)

Better understand how generative AI works and explore how artificial intelligence is set to influence various industries and jobs. Taught by Josh Pasek, Professor of Communication & Media and Political Science. Offered through Coursera.

Keywords:
Generative AIWorkplaceProfessional DevelopmentFreeSelf-paced

Getting started with enterprise grade AI

Sponsored by: IBM SkillsBuild

Audience: Professionals interested in enterprise AI applications
Cost: Free
Duration: 5 hours
Credits: No

AI can execute tasks in arenas where learning and judgment is called for, including self-driving cars, insurance, HR, trading, accounting, and healthcare. Covers AI's impact on the job marketplace with expected creation of 133 million new roles and displacement of 75 million existing roles by 2022 according to the World Economic Forum.

Keywords:
IBMEnterprise AIWorkplaceProfessional DevelopmentFreeOnlineSelf-paced

NVIDIA DLI Generative AI Teaching Kit

Sponsored by: NVIDIA

Audience: Educators, AI instructors, and training professionals
Cost: Free
Duration: Self-paced, variable by module
Credits: No

Comprehensive teaching kit providing a structured syllabus for generative AI training. Covers modules including: Introduction to Generative AI; NLP fundamentals; Large Language Models and Transformers; Scaling Laws; Multimodal Learning; Diffusion Models; Model Training; LLM Orchestration; and Distributed Training. Includes lecture slides, labs, demos, and links to suggested DLI online courses.

Keywords:
NVIDIAGenerative AITeachingEducationFreeComprehensive