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Introduction to AI for High School

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Lesson 2.1 Intro to Machine Learning

Description

In this lesson, students explore machine learning and visualize how neural networks work.

Objective

Students will be able to:

  • Define machine learning, neural networks, and convolutional neural networks
  • Understand the process of a convolutional neural network and its inner workings

Activities

These are all the activities included in the lesson

2.1.1 Machine Learning and Neural Networks
2.1.2 Machine Learning and NN Reflection
2.1.3 Convolutional Neural Networks
2.1.4 Convolutional Neural Networks Response
2.1.5 Visualizing High-Dimensional Space
2.1.6 Explore MNIST Dataset
2.1.7 CNN Visualization
2.1.8 CNN Visualization Reflection