Debug Algorithm
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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
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