Welcome to the Artificial Intelligence Research Group! The goals
of the group are to tap into the cutting-edge academic & commercial
resources of Artificial Intelligence (AI),
follow up the development & trends of the new technologies, acquire
the theoretical background and practical skills of machine learning, and
apply machine learning algorithms to solve real-world problems. We are also looking forward to participating in some external STEM competitions and activities.
Most of the early-stage research activities will be focusing on the learning curve of the cutting-edge AI technology. Hands-on mini-projects will be used to help you moving along the learning curve. It will include
- basic concepts of AI (definition, background, scope, structure, methods & applications)
- basic neural networks and learning algorithms,
- programming languages & machine learning libraries,
- deep learning algorithms, and
- brainstorming the potential real-world applications.
The
second-stage research activities will be focusing on a few challenging
research projects . We will divide our group into a few teams (depends on the size of the group) to tackle
each challenge. These projects may lead to competitions (such as Google Science Fair), poster presentations in professional conferences (such as IEEE ISEC), publishing of research papers in research journals (such as NHSJS), class projects in Advanced STEM Research (see previous STEM course blog), filing patents or commercial applications. Only sky will be the limit!
Most
of our "meetings" will be online through the blogs or any electronic
media, so you will be invited to be one of the
authors of the Artificial Intelligence Research Group blog (http://stem-ai.blogspot.com/).
You are encouraged to contribute to the blog frequently by posting and commenting
on new development, video links, programming tutorials, study notes, and
research results. You should also visit the blog frequently for
information, activities or assignments. The blog will be our main
playground for collaboration. If you haven't received the invitation,
please let me know as soon as possible. We will also arrange some "meet-up time" and "workshops" at school at everyone's convenience. Our first "kick-off meeting will be at 3:00 pm next Wednesday (01/18/2017). Feel free to invite your friends to explore and join the group. Bring with you your dreams, ideas, and questions!
In
the mean time, please enjoy the videos I have posted below, and
share your thoughts or post your notes. These videos will provide you
the basic concepts of artificial intelligence (or machine learning).
If you come across any good video, please share with us. I hope to meet you all in our kick-off meeting!
How to make a neural network in your bedroom
How Does Deep Learning Work?
If you come across any good video, please share with us. I hope to meet you all in our kick-off meeting!
Happy Researching!

No comments:
Post a Comment