Predict rocket launch delays with machine learning

  • Learning Path
  • 3 Modules
Beginner
Student
Data Scientist
Azure

This learning path introduces you to the world of machine learning. You'll take a real-life problem that NASA faces and apply machine learning to solve it. The goal is to get students excited and curious to discover how machine learning could help solve other problems in space discovery and different aspects of life.

Tip

This learning path is part of a multimodal learning experience. Start the first module to see how you can follow along!

Prerequisites

Modules in this learning path

Introduction to rocket launches

Get an introduction to how NASA chooses a date for a rocket launch and discover machine learning fundamentals.

Data collection and manipulation

Learn about the steps to import data into Python and clean the data for use in creating machine learning models.

Build a machine learning model

In this module, you focus on a local analysis of your data by using scikit-learn, and use a decision tree classifier to gain knowledge from raw weather and rocket launch data.