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AI in Healthcare: A-Z Guide on Tech, Applications & Ethics

Learn how AI is transforming diagnostics, drug discovery, and surgery, and explore its ethics, challenges, and future.

4.4
(582 ratings)
4,718 students
Updated November 2025
Created by
N
Neyamul Hasan, M.Pharm
English

What you'll learn

  • Explain core AI concepts in healthcare, including Augmented Intelligence and key drivers like data growth
  • Differentiate between Machine Learning techniques (Supervised vs. Unsupervised) and Deep Learning
  • Apply Natural Language Processing (NLP) concepts to extract insights from unstructured clinical data
  • Analyze how Convolutional Neural Networks (CNNs) revolutionize radiology and pathology
  • Evaluate AI's role in accelerating drug discovery, from target identification to clinical trials

Course content

6 sections12 lectures2.5 hours total length
Welcome & Course Overview
1 lectures
Welcome & Course Overview
04:09
The Core Technologies: Understanding the AI Toolkit
3 lectures
Supervised vs Unsupervised Learning
05:00
Neural Networks Demystified
06:00
NLP in Healthcare
06:00
AI in Diagnostics: The New Frontier of Detection
2 lectures
AI in Radiology (CNNs)
07:00
Digital Pathology Revolution
06:00
Reinventing Pharma: AI in Drug Discovery
2 lectures
Accelerating Drug R&D
05:00
Virtual Screening & Clinical Trials
05:00
Personalized Medicine & Surgery
2 lectures
The N-of-1 Revolution
04:00
Robotic Surgery & AI
05:00
The Moral Compass: Ethical Considerations
2 lectures
The Black Box Problem
04:00
Algorithmic Bias in Healthcare
04:00

Description

Are you ready to be part of the biggest transformation in the history of medicine? Artificial Intelligence is no longer a futuristic concept—it is reshaping healthcare right now. From diagnosing cancer earlier than humanly possible to discovering life-saving drugs in record time, AI is the new nervous system of modern medicine. Welcome to AI in Healthcare: A-Z Guide on Tech, Applications & Ethics, the most comprehensive, practical, and accessible guide. Whether you are a clinician, a healthcare administrator, a medical student, a Pharmacist, a Nurse, or a technologist, this course will strip away the hype and give you a deep, actionable understanding of how AI works, where it is applied, and the ethical challenges we must navigate. We focus on "Augmented Intelligence"—the vision where AI does not replace healthcare professionals, but elevates them, automating burnout-inducing tasks and providing superpowers in diagnostics and decision-making.

Instructor

N

Neyamul Hasan, M.Pharm

Udemy Instructor & Developer

Experienced healthcare professional and educator specializing in the intersection of Artificial Intelligence and Medicine.

Ready to start learning?

AI in Healthcare: A-Z Guide on Tech, Applications & Ethics
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This course includes:

2.5 hours on-demand video
Full lifetime access
Access on mobile and TV
Certificate of completion

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Course content is owned by the instructor.

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