North Carolina Introduction to Computer Science - Explore | CodeHS

Lesson 13.6 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

13.6.1 Machine Learning and Neural Networks

13.6.2 Machine Learning and NN Reflection

13.6.3 Convolutional Neural Networks

13.6.4 Convolutional Neural Networks Response

13.6.5 Visualizing High-Dimensional Space

13.6.6 Explore MNIST Dataset

13.6.7 CNN Visualization

13.6.8 CNN Visualization Reflection