Artificial Intelligence and Machine Learning
Description
Even you are not going to study computer science in the future, you still need to know machine learning. Because machine Learning is no longer just a niche subfield of computer science. Technology giants have been using it for years. The future of machine learning is already here. Knowing machine learning technology will give you brand new tools of solving the problems in your own interested fields, engineering, business, economics, bioinformatics, etc.
In recently years, machine learning frameworks are becoming more and more powerful and easy to use. This make it possible for people who are not software developers to use machine learning as powerful problem solving tools. During this crash course, students will get a better understanding of what is machine learning through hands on projects. Only basic Python programming skills is required for this course.
Click to the image to see the full size class flyer:
What make our class special:
- Easy to follow, carefully designed examples and projects for kids with limited math and programming skills.
- Course focus on machine learning (ML) concepts and problem solving skills by using existing ML frameworks.
- Course taught by highly qualified instructors.
- Online interactive lectures with live teachers. Enjoy the classes at anywhere with Internet.
- Offline study group meetings for improving programming skills, motivating students, and have fun together!
Class Details:
- Understand the basic concepts of AI and Machine Learning
- Use Keras and TensorFlow to create neural networks
- Design and Train neural networks
- Retrain existing trained models with extra layers
- Fine tune existing models
- Develop coding and logical thinking skills
Class Schedule:
- Grade: 8th grade and above. Adults are also welcome!
- Tuition: $250
- Class Schedule: 9/14/2018 (Every Friday 7:30pm – 9:00pm)
- Class Style: 12 Classes (interactive online class with live instructor). 3 offline study group meetings.
Pre-requirement:
- For students: basic Python programming skills;
- For Adults: Good at at least one programming language. You will need to learn some basic Python programming by yourself.
- Need a computer with windows 7 and up. Machine learning needs lots of computation power, we recommend using a computer that is no more than 4 years old, at least has an Intel i5 CPU and 6GB memory. Dedicate graphic card is not required.
