ML-For-Beginners/2-Regression/2-Data

Build a Regression Model using Scikit-Learn: Data

Sketchnote

Pre-lecture quiz

Introduction

In this lesson, you will learn:

• Good reasons to create a regression model for a machine learning problem
• Some math behind regression models
• Using Scikit-Learn to evaluate your data
• Preparing your data for training, testing, and evaluation

Prerequisite

What steps should have been covered before this lesson?

Preparation

Preparatory steps to start this lesson

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[Step through content in blocks]

[Topic 1]

Task:

Work together to progressively enhance your codebase to build the project with shared code:

code blocks

✅ Knowledge Check - use this moment to stretch students' knowledge with open questions

[Topic 2]

[Topic 3]

🚀 Challenge: Add a challenge for students to work on collaboratively in class to enhance the project

Optional: add a screenshot of the completed lesson's UI if appropriate

Pre-lecture quiz

Review & Self Study

Assignment: Assignment Name