Module 1: Learn about space rocks, where they're found, and why they're valuable for scientific research.
In this module, you will:
Learn what space rocks are and why we study them
Learn about upcoming space missions that focus on space rocks
Tip
This module is part of a multimodal learning experience. Start the module to see how you can follow along!
Module 2: Learn about the scientific research of space rocks and how artificial intelligence can enhance this study.
In this module, you will:
Get an introduction to artificial intelligence
Discover how humans classify objects
Discover how machines classify objects
Learn about artificial intelligence libraries
Install artificial intelligence libraries
Tip
This module is part of a multimodal learning experience. Start the module to see how you can follow along!
Module 3: Identify data to add to an artificial intelligence model that classifies space rocks in random photos.
In this module, you will:
Import AI libraries
Download and import data to use with an AI program
Learn how to clean and separate data
Discover how computers read photos as images by using binary format
Use code to read an image and assign the correct rock type
Tip
This module is part of a multimodal learning experience. Start the module to see how you can follow along!
Module 4: Learn how to build an AI model to predict types of space rocks in images. Train and test your model by using random photos.
In this module, you will:
Train an artificial intelligence model
Test the model by using it to classify random photos of space rocks
Tip
This module is part of a multimodal learning experience. Start the module to see how you can follow along!
Syllabus
Module 1: Learn about space rocks and how to classify them
Introduction
The scientific research of space rocks
Space rocks on planet Earth
The challenges of collecting space rocks
AI solutions for space rock research
NASA mission: Study space rocks
Knowledge check
Summary
Module 2: Prepare to research space rocks by using artificial intelligence
Introduction
Artificial intelligence and space rock research
Space rock types and features
Classify space rocks like a human
Classify space rocks by using artificial intelligence
Common Python libraries for AI projects
Exercise - Download Python AI libraries
Knowledge check
Summary
Module 3: Analyze images of rocks by using artificial intelligence
Introduction
Exercise - Import Python libraries into Jupyter Notebook
How to clean and separate data for AI projects
Exercise - Import and clean data from photos
How a computer reads a photo as an image file
Exercise - Display photos in Jupyter Notebook
Knowledge check
Summary
Module 4: Classify types of space rocks in random photos by using artificial intelligence
Introduction
Extract features from an image for AI processing
Exercise - Build a neural network to classify space rocks
Exercise - Train a neural network to accurately classify space rocks in photos
Exercise - Determine the accuracy of a neural network in classifying space rocks
Exercise - Predict the type of space rock in a random photo
Exercise - Test a neural network that classifies photos of space rocks
Knowledge check
Summary
