Machine Learning
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Machine Learning

1️⃣
Beginner
2️⃣
Intermediate

About this course

Machine Learning (ML) is a pivotal technology in today's day and age. The ability of ML to make intelligent decisions and predictions is key to businesses, research and an incredible variety of nuanced fields. In this course, students will learn how to perform Regression, a kind of numerical Machine Learning, using SciKitLearn and Python. Regression is also a statistical technique, so there will be conceptual work alongside the coding. With this course, students will be able to analyze and predict continuous outputs from data.

Machine Learning Levels

LevelTopics CoveredPrerequisitesAimed atColumn
Beginner
Drag and Drop CodingSetting Up a ProgramBlocksAlgorithmsVariablesOperatorsSelectionIterationHow to Create a Game
9th-12th grade
Intermediate
Python Intermediate & Machine Learning Beginner
9th-12th grade

Contributors

Thank you to everyone who helped make this course possible!

  • Giridhar Vadhul (Evergreen Valley High School c/o 2021)
  • Nathan Gong (Bellarmine College Preparatory c/o 2022)

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Copyright © 2021 Code 4 Tomorrow. All rights reserved. The code in this course is licensed under the MIT License. If you would like to use content from any of our courses, you must obtain our explicit written permission and provide credit. Please contact classes@code4tomorrow.org for inquiries.