Data compression
Students will learn how the information in a pixel can be manipulated to change the image, and apply a bitmask filter to an image to remove some information and reduce the memory size of the file. Finally, students will modify the filter to find a balance between quality and small file size. Based on the original lessons developed by the Exploring Computational Thinking team at Google.
Additional details
| Year band(s) | 7-8, 9-10 |
|---|---|
| Content type | Lesson ideas |
| Format | Web page |
| Core and overarching concepts | Data representation, Computational thinking, Abstraction, Specification (decomposing problems), Algorithms |
| Australian Curriculum Digital Technologies code(s) |
AC9TDI8K04
Explain how and why digital systems represent integers in binary
AC9TDI10K03
Investigate simple data compression techniques |
| Keywords | data representation, abstraction, pattern recognition, data analysis, algorithm design, data, data compression, pixels, pattern, patterns, Google, Google for Education, Education, computational thinking, GoogleCT |
| Organisation | ESA |
| Copyright | Creative Commons Attribution 4.0, unless otherwise indicated. |
Related resources
-
Finding the shortest path
In this lesson, students will experiment with different ways of creating a path between two points with algorithm design and generalizing patterns.
-
Crack the code - Technology Mandatory
A unit of work that develops knowledge, skills and understanding of coding
-
Emerging technologies
Students follow a problem-solving process to develop an idea for applying emerging technologies to improve existing digital systems.
-
Python language
Students develop and implement digital solutions using Python programming language through applying data types and control structures.
-
Developing user stories
These teacher slides can be used to introduce and develop understandings about user stories and how to write a user story based on a users needs and goals. In this set of slides we use several examples to illustrate the format of a user story.
-
Computational thinking poster
A poster/infographic that gives a brief overview of the concepts related to computational thinking.
-
App Inventor EDU
Use this six week teaching program using a project based curriculum that allows students to explore the world of computer science through the creation of smartphone apps.
-
Classroom ideas: Micro:bit Environmental Measurement (visual and general-purpose programming) (Years 5-8)
Investigating environmental data with Micro:bits: This tutorial shows the coding needed for digital solutions of some environmental issues that can be created using pseudocode and visual programming.