Application of Predictive Analytics, Machine Learning, and

    This 16-week course driven by the combination of increased access to data, computational power, and improved sensors and algorithms, artificial intelligence (AI) technologies is entering the mainstream of technological innovation. These technologies include search, machine learning, natural language processing, robotics, and image processing. This short diploma begins by describing what the latest generation of artificial intelligence techniques can actually do. After an introduction of some basic concepts and techniques, the course illustrates both the potential and current limitations of these techniques with examples from a variety of applications. We spend some time on understanding the strengths and weaknesses of human decision-making and learning, specifically in combination with AI systems. Exercises will include hands-on application of basic AI techniques as well as selection of appropriate technologies for a given problem and anticipation of design implications

   Course Highlights

 

•  Introduction to Predictive Analytics
•  Search and Planning: Monte Carlo Simulation for Healthcare 4.0
•   Introduction to COLAB: Basic Machine Learning for Digital Healthcare
• Machine Learning: Programming Basic Tools for Healthcare Monitoring in PYTHON
• Machine Learning: Unsupervised Methods for Digital Healthcare
• Deep Learning – Evolution of AI for Healthcare 4.0
•  Image Processing Through AI for Medical Diagnostics
•  Natural Language Processing: AI CHATBOTS for Community Healthcare. Making your own CHATBOT
•  Natural Language Interaction
•  Robotic Sensing and Manipulation
•  Surgical Robots and Potential Applications
•  AI in the Healthcare Enterprises
•  Ethical and Legal Considerations of AI Technologies in Healthcare
•  Infrastructure for Healthcare in AI
•  META VERSE: The Future of AI in Healthcare 4.0

   

  This course is ideal for

   

•         Healthcare Professionals

•         Healthcare Administrators

•         Public Health Experts

•         Digital Health Enthusiasts

•         Research Teams

•         Students and Graduates

   

    Fee

    Potential Sectors

    This course can help you build a career in various fields in the healthcare industry:

   

•         Pharmaceutical Industry

•         Hospitals

•         Consulting & Advisory Services

•         Chronic Disease Management

•         Information Technology

•         Academics & Research

•         Digitalizing of Medical/ Clinical Practice

•         Public Policy & Regulation

•         Digital Health Project Management

•         Marketing & Business Development for Organizations in Digital Health

•         Development of Digital Health Solutions

•         Insurance Industry

•         Entrepreneurs in Digital Health

   

    1 class every Sunday, 2 hours each