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AI Class for Teens

AI Creators - Computer Vision & ChatGPT 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
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Join an AI class for teens

From dancing robots and protein folding to ChatGPT, artificial intelligence is becoming increasingly powerful and seemingly closer (sometimes even exceeding) intelligence demonstrated by human. But how do machines gain intelligence? Can they truly be intelligent? 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 from Google and Open AI (creator of ChatGPT). By the end of this advanced AI class for teens, 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 technology and develop strong problem-solving and critical-thinking skills. 

This course has been updated recently to include generative AI art and ChatGPT.

  • Part 1 - AI Creators 1
  • AI Creators 1

    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, computer vision foundations, and neural networks.

  • Part 2 - AI Creators 2
  • AI Creators 2

    Unit 2 of this course focuses on Convolutional Neural Networks (CNN), the core technology behind almost all advanced computer vision systems. We will learn a couple of different approaches for running CNN systems using different data sets. Throughout the class, students will be doing hands-on projects to run these systems while learning the underlying technologies. By the end of this unit, students will have deepened their understanding and utilization of AI for computer vision and coding concepts. We will also introduce students to Stable Diffusion, the frontier of Generative AI art technology. Students will run their own stable diffusion system to create arts with more controls.

  • Part 3 - AI Creators 3
  • AI Creators 3

    Unit 3 covers two key areas - ChatGPT and Computer Vision for medical imaging. We will first introduce students to ChatGPT, its underlying technologies, and then cover how to code ChatGPT to create your own Specialty ChatBot. The remaining classes will focus on two different projects that apply learnings on Computer Vision from the previous 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. covid). We then model chest X-ray images by building CNN from scratch.

Featured Teacher

Danielle Maeser

Danielle Maeser

Danielle Maeser is a second year Ph.D student, studying bioinformatics and computational biology. She also investigates glioblastoma in the Department of Experimental and Clinical Pharmacology at the University of Minnesota. Her experience includes machine learning, biostatistics, molecular biology, genetics, and mathematics. In the past, she co-designed a tutoring program (Twins Tutor) with her twin sister as well as French and science after school programs. She also served as a teaching assistant for genetics and biochemistry at the University of Minnesota. She is passionate about learning and sharing her love of learning with others. She looks forward to meeting you!
  • $585$485.55

    17% Off(12 Sessions)
    5.625 class pack credits
 
 
Extra 10% for part 1
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  • Computer that is less than 5 years old and has at least 8GB of RAM
  • Required - Python for AI. Nice to Have- AI explorers

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More AI Classes from Create & Learn

This class is part of our artificial intelligence for kids program, and is also offered in a fun artificial intelligence camp format during the summer, winter, and more.

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.

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