AI for Medical Professionals
“AI for Medical Professionals” is a specially designed hybrid training program tailored for healthcare practitioners who are eager to explore and integrate AI into their daily workflows. The course offers a practical and foundational understanding of AI, its tools and its applications in the healthcare industry.
Who Should Attend
This course is most interesting for professionals, including:
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Training Approach
This training will help you discover how AI can improve your workflow in the healthcare industry. You will learn about the tools and Technologies that you can leverage to embrace AI as a healthcare professional.
Duration
4 Online classes on Saturday/Sunday
(3 hours per session, with recording available)
+
Self-paced Virtual Lab Assignment
Course Outline:
The following is the outline of the course:
Module 1: AI Fundamentals
Theory:
- Basic AI & ML Concepts
- Theory of Multiple Intelligences
- Neural Networks in Nature
- AI Applications
- AI Ethics and Regulation
Hands-On:
- Basic Python
- Data Manipulation & Visualization
- Teachable Machine
Module 2: Machine Learning
Theory:
- ML Process
- Classification
- Regression
- Clustering
- Data Preprocessing
- Reinforcement Learning
- Machine Learning Algorithms
- Model Effectiveness
- Performance Metrics
- Automated Machine Learning
Hands-On:
- Introduction to AutoML
Module 3: General AI Tools
Theory:
- Overview of Popular AI Tools
- AI Scheduling Assistants
- Personal AI Assistant
- PhD level AI Agents
Hands-On:
- Experiment with AI Productivity Apps
- AutoML – Hyperparameter Optimization
- AutoML Optimizers
Module 4: AI Tools for Healthcare
Theory:
- AI-assisted Diagnostics & Drug Discovery
- AI-powered Clinical Decision Support Systems
- Differential Diagnosis & Assessment Plans
- Effective Prompt Engineering
- Future of Surgery with AI
Hands-On:
- Differential Diagnosis using Glass.health
- Diagnosing Cancer Images using AI Diagnosing Cancer Images using AI