4.75(4)

#SC-03-14 Applications of AI Technology

  • Categories Science
  • Total Enrolled 4
  • Last Update November 2, 2020

About Course

Taipei Medical University

Description

Explore fascinating examples of how artifical intelligence is shaping our future

On this course, you’ll learn how AI technology is affecting the future of four key areas.

You’ll focus on one area each lesson, starting with intelligent systems, where you’ll explore neural networks, genetic algorithms and particle swarm optimization. Secondly, you’ll consider the use of machine learning for finding clinical data patterns for forecasting models.

You’ll discover deep learning in week three, as you learn how self-flying drones are trained using VR. Finally, you’ll explore fisheries management, and learn how AI can keep ocean fisheries sustainable.

Who will you learn with?

Ying-Jen Cheng

Assistant Professor, Department of Electronic Engineering, National Taipei University

 

Kuan-Ting Lai

Assistant Professor, Department of Electronic Engineering, National Taipei University of Technology (Taipei Tech)

 

CHUN-I WU

I am an assistant professor in the Department of Mechanical and Mechatronic Engineering at National Taiwan Ocean University, Taiwan (starting in February 2017).

 

Syu-Jyun Peng

Prof. Peng has been an Assistant Professor with Taipei Medical University, Taiwan. His research interests include artificial intelligence in medicine, brain connectome, and neuroimaging analysis.

 

Who developed the course?

Taipei Medical University

Taipei Medical University (TMU) has been a leader in Taiwan’s healthcare system for over half a century due to its research, teaching excellence, internationalization and outstanding medical service.

What Will I Learn?

  • Explore the basic principles and techniques of intelligent systems
  • Explain how machine learning improved clinical application
  • Discuss deep reinforcement learning to train autonomous navigation for vehicles or drones
  • Explore the possibility of how AI can lead to more sustainable fishing

Topics for this course

11 Lessons

WELCOME TO THIS COURSE?

Welcome to this course. This course includes the application of AI studies in four different areas. Intelligent systems, AI in medical health, deep learning algorithm and AI in fisheries management.
WELCOME TO THIS COURSE ARTICLE
WHAT DO YOU EXPECT TO LEARN FROM THIS COURSE? DISCUSSION

Introduction of Intelligent Systems?

The objective of this lesson is to introduce intelligent systems and their applications. The emphasis is placed on fuzzy systems, neural networks, genetic algorithm and particle swarm optimization.

Student Feedback

4.8

Total 4 Ratings

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What I like most about this course is that each class will take you to a new area of focus, starting with intelligent systems, to neural networks, genetic algorithms and particle swarm optimization. It's rhythmic.

Now the technology is more and more advanced, in the course we can deeply learn how to use VR to train autonomous flying drones, which is quite good.

This course explores fisheries management and leads us to learn how artificial intelligence can keep Marine fisheries sustainable. Very good course.

In this course, I learned how artificial intelligence technology will affect the four key fields in the future. I really admire the great development of science and technology.

USD$39

Material Includes

  • Official Certificate

Target Audience

  • This course is particularly relevant for those with some prior knowledge in AI algorithms. Basic existing knowledge in AI is highly recommended.