From dancing robots and protein folding to Siri, artificial intelligence is intelligence given to machines, similar to the natural intelligence demonstrated in humans. But can machines possibly be given intelligence? AI Creators provides students with the opportunity to create simple and practical AI apps using a variety of tools - from the Python coding language and open source packages to commercial AI. By the end of class, students will achieve a firm foundation in key technical concepts used in coding AI, and creating models representative of a variety of data, including medical imaging datasets (pneumonia, Covid-19, and the like), and so much more. Students will also receive an excellent overview of the frontier of AI technologies and develop strong problem-solving and critical-thinking skills.
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AI Creators - Computer Vision Class
Start mastering machine learning and create AI apps with Python!
- Grades 6-12
- 2-3 students group class
- 70 minutes per session
- Live online class
Start machine learning classes to create AI apps
In the first unit, students will dive into computer vision, creating AI models representative of a variety of imaging datasets using Python code. By the end of this unit, students will have improved their conceptual understanding of AI and coding concepts. To achieve this, students will be exposed to, and successfully leverage, Google Vision API, machine learning basics, and convolutional neural networks.
In the second unit, students will continue to explore imaging datasets and neural networks using Python code. By the end of this unit, students will have deepened their understanding and utilization of AI and coding concepts. This will be complemented by the use of AutoML and creating convolutional neural networks for medical imaging datasets (such as pneumonia and COVID-19).
In unit 3, we apply learnings from the previous 2 units to the real world problem of diagnosis based on medical imaging. In particular, we first model chest X-ray images using fastai for CNN (pneumonia vs. normal vs. ). We then model chest X-ray images by building CNN from scratch.
Featured Teacher
Danielle Maeser
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For beginner level classes, check out Create with ChatGPT and AI Explorers
Create with ChatGPT is a great AI class for students regardless of whether they enjoy coding or not. With the right guidance, ChatGPT can be one of the best learning resources for students. It can also help them develop critical thinking, executive functions, and creativity. In this fun and informative course, students will start to learn how to use ChatGPT more effectively, understand its strengths and weaknesses, and develop important skills to master this very valuable tool.
Our AI explorers class covers a wide range of AI topics including computer vision, robotics, AI for art/music, etc. It also teaches students at conceptual level the technologies behind these AI systems, such as neural networks, supervised learning, etc. This class requires Scratch coding.
All of our AI classes put a strong focus on real world applications and state of art technologies. We continue to update them as new technologies emerge.
