AI Level 2: Machine Learning

Ages 14-18

Course Description

In this course, we cover specific techniques for performing machine learning, examining both classification and regression, including tactics such as neural networks and image classification. This course focuses more heavily on utilizing the concepts learned in AI Level 1, and applying them to real data sets, in order to draw real conclusions.

Learning Goal

By the end of this course, students will be able to take concepts learned in AI Level 1 and apply them to real data sets, in order to draw real conclusions.

Who's this course for

Ages 14-18, Grades 8+, or mastery of the key concepts from AI Level 1.

Prerequisites

Completion of AI Level 1

This course typically takes 3-6 months to complete. This depends on the student's dedication to homework, their previous experience, and the difficulty of course material. Our instructors move at the pace of the student, taking extra time to reinforce concepts as needed.


  • Course modules


  • ML1 K-Means Clustering

    ML2 K-Nearest Neighbors

    ML3 Naive Bayes

    ML4 Neural Networks

    ML5 Introduction to Regression

    ML6 Regression with Neural Networks

    ML7 Image Classifier

    ML8 Master Project

Try the full Juni experience for free

Get 2 weeks of membership free to see if our program is right for your child. If you’re not satisfied, cancel your membership at no cost.