#SC-03-14 Applications of AI Technology
- Course level: Intermediate
- Categories Science
- Total Enrolled 4
- Last Update November 2, 2020
About CourseTaipei Medical University
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 developed the course?
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
WELCOME TO THIS COURSE?
WELCOME TO THIS COURSE ARTICLE
WHAT DO YOU EXPECT TO LEARN FROM THIS COURSE? DISCUSSION
Introduction of Intelligent Systems?
FUZZY LOGIC CONTROL SYSTEMS VIDEO (04:24)00:04:24
FUZZY LOGIC CONTROL SYSTEMS APPLICATIONS VIDEO (05:29)00:05:29
FUZZY LOGIC AND NEURAL NETS IN INTELLIGENT SYSTEMS ARTICLE
DO YOU THINK SOMEDAY THE ARTIFICIAL INTELLIGENCE WILL SURPASS HUMAN INTELLIGENCE? DISCUSSION
ARTIFICIAL NEURAL NETWORKS AND APPLICATIONS VIDEO (06:33)00:06:33
GENETIC ALGORITHM (GA) VIDEO (06:06)00:06:06
THE APPLICATION OF GENETIC ALGORITHM (GA) VIDEO (01:41)00:01:41
PARTICLE SWARM OPTIMIZATION (PSO) AND ITS APPLICATIONS VIDEO (04:37)00:04:37
REFLECT ON THIS LESSON DISCUSSION
Total 4 Ratings
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.