Computer Programming
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Machine Learning Activity for Computer Science (Unplugged)
This lesson begins with a fun, interactive, whole-class, charades-like activity that will hook students and introduce them to the concept of machine learning. Then, we'll watch a video which shows how machine learning algorithms can be used for real software applications with a fun bowling simulation game. Included is a lesson plan which describes the activity and workflow, as well as a link to the video and a set of questions for students to answer and then discuss as a class. The students do
9th - 12th
Computer Science - Technology
NGSS
HS-ETS1-4
AP CSA 1.1 - 1.4 Guided Notes
Help your students master the foundations of AP Computer Science A Units 1.1–1.4 with these guided notes! This resource includes: Student version with structured notes and key terms Teacher-filled PDF with all answers included Covers topics: Algorithms, Programming & Compilers; Variables & Data Types; Expressions & Output; Assignment Statements & Input Perfect for introducing Java basics, reinforcing lectures, or providing organized study materials. Designed to align with the 2025 AP CSA
9th - 12th, Adult Education, Higher Education
Computer Science - Technology
Also included in: AP CSA Unit 1
JavaScript Fundamentals: Homework Review
Review Worksheet for students to complete on the concepts covered in AP Computer Science Principles from JavaScript Programming. Answers are on the last page
9th - 12th
Computer Science - Technology
Data Scientist vs. Citizen Scientist AP CSP Worksheet
The Data Scientist vs. Citizen Scientist worksheet is a valuable tool for AP Computer Science Principles (AP CSP) teachers because it supports key learning goals in the course, particularly under the Big Idea “Impact of Computing” and the Enduring Understanding IOC-1. It helps students grasp the practical difference between professionals who work with data (data scientists) and everyday individuals who contribute to scientific research (citizen scientists). The worksheet is structured with real
9th - 12th
Computer Science - Technology
HTML-Basics of Web Development
This tutorial covers basics of using html as a web developmnt tool.
9th - 12th, Adult Education, Higher Education
Computer Science - Technology
Can We Trust AI? - Student Activity - Lesson 2
Teach your students to be critical thinkers with this fact-checking lesson! In this lesson, students learn that AI can make mistakes and must always be verified. They practice by reviewing sample AI 'answers,' marking them correct or incorrect, and discussing trusted sources.
3rd - 5th
Computer Science - Technology
Also included in: AI Literacy - Digital Citezenship Bundle
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