Percent Increase and Decrease Quiz - Page 5
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Programs & methods
Computer Science Lesson on Operating System Basics, Types & System Structure
This Curriculum introduces students to the foundations of how computer systems work and how operating systems function. Perfect for ICT, Computer Science, Software Engineering, Networking programs, Diploma/TVET learners, university CS1/CS2 courses, and OS theory classes. This lesson provides clear explanations, diagrams, system architecture visuals, OS history, memory layouts, system types, and real-world examples to help students build a solid conceptual understanding of Operating Systems bef
6th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Database Design and Normalization Complete Lesson | Database Management System
This lesson provides a complete foundation in Database Design and Normalization, covering data redundancy, functional dependencies, normalization forms (1NF–BCNF), and real-world design decisions. Designed to help students understand WHY good database design matters before writing SQL, using clear tables, step-by-step decompositions, and exam-ready normalization examples. ────────── ⋆⋅☆⋅⋆ ────────── What’s Included 💡 Full Database Design & Normalization Slide Deck💡 Detailed Teacher No
10th - 12th, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Unit 1: Foundations of Computer Science | AP CSP & AP CSA Prep
This Unit, aligned to some of the core skills in the AP CSP CED, is short and includes 4 lessons, 4 skills-building assignments, and 1 assessment project. New to teaching computer science—or teaching students who are new to it? This foundational Unit 1 builds computational thinking before coding, using real-world algorithms, peer testing, and clear conceptual models that actually work for beginners. This unit is designed to set students up for success in AP Computer Science by focusing on h
9th - 12th
Computer Science - Technology
Using GPS and Location Services in Android | Mobile Applications Development
This is a complete lesson on GPS, Location Services, and Google Maps Integration in Android. Perfect for Android Development, Mobile App Development, Kotlin Programming, ICT, Computer Science, or App Design. ✨✨It teaches students how to retrieve device location, request permissions, display latitude/longitude, and show the user’s exact position on a Google Map. ✨✨Students are guided step-by-step through Android permissions, accessing the device’s last known location, working with the Fu
10th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Also included in: Android App Development Complete Curriculum [ MEGA BUNDLE ]
App Deployment and Publishing | Mobile Applications Development
This is a complete lesson on Android App Deployment and Publishing, Perfect for Android Development, Mobile App Development, Kotlin Programming, ICT, Computer Science, Software Engineering, or App Design. It guides students through everything they need to know before releasing an Android application. ✨✨ This lesson provides a professional, real-world introduction to how apps are packaged, signed, versioned, and published on the Google Play Store. ✨✨ Learners are walked step-by-step through AP
10th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Also included in: Android App Development Complete Curriculum [ MEGA BUNDLE ]
Using RecyclerView and Custom Adapter in Android | Mobile Apps Development
This is a complete lesson on RecyclerView and Custom Adapters in Android. If you teach Android Development, Mobile App Development, Kotlin Programming, ICT, Computer Science, or App Design, this lesson gives students everything they need to build fast, efficient, and professional list-based UIs. Learners are guided step-by-step through creating a RecyclerView, building layouts for list items, writing a complete custom adapter, handling click events, using ViewHolder patterns, and displaying da
10th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Also included in: Android App Development Complete Curriculum [ MEGA BUNDLE ]
Backup and Recovery Complete Lesson | Database Management System
This lesson provides a complete foundation in Database Backup and Recovery, covering backup types, recovery techniques, mysqldump usage, automation, and disaster recovery planning. Ideal for Computer Science, ICT, IT Fundamentals, Database Systems, and AP CS–aligned courses. Designed to help students understand HOW databases protect data from loss and ensure availability, using real MySQL commands, step-by-step backup and restore workflows, and business-ready disaster recovery examples.
10th - 12th, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Introduction to Algorithms: Analysis, Design, Time & Space Complexity and Python
This lesson provides a complete, beginner-friendly introduction to Algorithms, covering algorithm concepts, analysis and design, time and space complexity, algorithm vs pseudocode, major algorithm types, and Python tools (Anaconda, Jupyter, Spyder). ────────── ⋆⋅☆⋅⋆ ────────── What’s Included 💡 Full Introduction to Algorithms Slide Deck (PPT + PDF)💡 Clear visual explanations and diagrams💡 Pseudocode examples💡 Python-based algorithm lab overview💡 Ready for in-person, online, or hybrid
8th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Also included in: Algorithm Analysis & Design | Complete Step-by-Step Curriculum
Getting started with neural networks using Keras and Tensorflow | Deep Learning
This resource is a complete lesson on Getting Started with Neural Networks using Keras and TensorFlow, perfect for Machine Learning, Deep Learning, Artificial Intelligence, Data Science, and advanced ICT or Computer Science courses. The lesson introduces students to the structure of neural networks, how layers and models work, the role of loss functions and optimizers, the relationship between TensorFlow and Keras, and how to set up a practical deep learning workspace. It also includes hands-
9th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
St Patricks Day Crack the Code STEM Science Experiments Leprechaun Trap & Trivia
This St. Patrick’s Day Activity Bundle brings March learning to life with engaging STEM challenges, science experiments, coding activities, and critical thinking puzzles. Designed for Grades K–6, this collection blends hands-on exploration with problem-solving, creativity, and seasonal fun through St. Patrick’s Day STEM activities, science experiments, and interactive games. Perfect for centers, enrichment, morning work, or themed classroom days. Use these activities for STEM centers, science
K - 7th
Basic Principles, Computer Science - Technology, World History
Huffman’s Algorithm Complete Lesson | Operations, Diagrams & Examples included
This lesson teaches students how real-world data compression works by walking through Huffman’s Algorithm from concept to full C++ implementation. Learners see how character frequencies drive compression, how a binary tree is constructed using a priority queue, and how variable-length binary codes are generated—exactly the techniques used in text compression and image formats like JPEG. ────────── ⋆⋅☆⋅⋆ ────────── 🧠 What Students Will Actually Master ✨✨ ✏️ What Huffman Coding is and w
10th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Stacks in Data Structures Lesson | Operations, Diagrams & Examples Included
This lesson gives students a clear and practical understanding of the Stack data structure, showing how stacks work, how they are implemented, and where they are used in real systems — using complete C++ examples, not abstract theory. Students learn stacks as both a concept and a working data structure, removing confusion around LIFO behavior, memory limits, and implementation choices. ────────── ⋆⋅☆⋅⋆ ────────── 🧠 What Students Will Actually Master ✨✨ ✏️ What a Stack is and why it exi
10th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Doubly Linked List Complete Lesson | Operations, Diagrams & Examples included
This lesson gives students a clear, practical understanding of Doubly Linked Lists, showing how bidirectional data structures work internally and how they are implemented correctly in C++ using dynamic memory and pointers. Learners move beyond theory to see exactly how nodes are connected, updated, and removed, building confidence with pointer-heavy data structures that often confuse students. ────────── ⋆⋅☆⋅⋆ ────────── 🧠 What Students Will Actually Master ✨✨ ✏️ What a Doubly Linked Li
9th - 12th, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Linked Lists Complete Lesson | Operations, Diagrams & Examples included
This lesson gives students a clear, practical understanding of Linked Lists by showing how they are built, how they work in memory, and how they are used in real systems. Perfect For Data Structures & Algorithms, C++ Programming, Computer Science and ICT. ────────── ⋆⋅☆⋅⋆ ────────── 🧠 What Students Will Actually Master ✨✨ ✏️ Problem with Sequential Memory Allocation in Arrays✏️ Key Advantages of Linked Lists✏️ Types of Linked Lists✏️ Creating and Managing Linked Lists in C++✏️ Defining
10th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Algorithm Analysis & Design: Time Complexity and Asymptotic Notations
This lesson provides a complete, concept-clear foundation in Time Complexity and Asymptotic Notations, covering performance analysis, worst-case, best-case, and average-case analysis, Big O, Big Ω, Big Θ notations, and orders of growth. ────────── ⋆⋅☆⋅⋆ ────────── What’s Included 💡 Full Time Complexity and Asymptotic Notations Slide Deck (PPT + PDF)💡 Growth comparison graphs💡 Worked Big-O example problems💡 Algorithm analysis case studies💡 Ready for in-person, online, or hybrid cla
9th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Also included in: Algorithm Analysis & Design | Complete Step-by-Step Curriculum
Hash Tables Complete Lesson | Operations, Diagrams & Examples included
This lesson teaches students how constant-time data access is achieved using Hash Tables, one of the most powerful and widely used data structures in computer science. Learners understand how keys are transformed into addresses, why collisions occur, and how different collision-resolution strategies work in practice—the same principles used in databases, compilers, and caching systems. ────────── ⋆⋅☆⋅⋆ ────────── 🧠 What Students Will Actually Master ✨✨ ✏️ What a Hash Table is and why
10th - 12th, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Algorithm Analysis & Design | Brute Force and Exhaustive Search Complete Lesson
This lesson provides a complete foundation in Brute Force and Exhaustive Search within Algorithm Analysis and Design, covering brute-force strategy, selection sort, bubble sort, linear (sequential) search, brute-force string matching, and exhaustive search for optimization problems including Traveling Salesman Problem, Knapsack Problem, and Assignment Problem. ────────── ⋆⋅☆⋅⋆ ────────── What’s Included 💡 Full Brute Force Slide Deck (PPT + PDF)💡 Full Exhaustive Search Slide Deck (PPT +
10th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Also included in: Algorithm Analysis & Design | Complete Step-by-Step Curriculum
Application Debugging and Optimization | Mobile Applications Development
This is a complete lesson on Android Application Debugging and OptimizationPerfect for Android Development, Mobile App Development, Kotlin Programming, ICT, Computer Science, or App Design, It teaches students how to identify bugs, set breakpoints, inspect variables, read crash logs, and understand how Android Studio’s Debugger works. Learners are guided step-by-step through using breakpoints, stepping through code, watching values change, inspecting objects, navigating threads, reading Logcat
10th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Also included in: Android App Development Complete Curriculum [ MEGA BUNDLE ]
3D Printing Straw Topper Tumbler Tinkercad Steps for Sub Plans and No Prep
In this 3D Printing Straw Topper Tumbler Tinkercad Steps for Sub Plans and No Prep, students will use the basics of Tinkercad to create a 3D printing file. I consider this lesson to be on an easy to intermediate level. I have successfully used this lesson with students as young as 3rd grade, but works best with middle school students or high school/adult learners. This is a perfect project for a coding club or a STEM classroom. You can also use this to teach 3D design to yourself! Included in
5th - 9th
Computer Science - Technology, Engineering
NGSS
MS-ETS1-2
, HS-ETS1-2
, 3-5-ETS1-3
+8
How Convolutional Neural Networks Work and See Images Complete Lesson
This lesson helps students understand HOW CNNs interpret images mathematically and visually, using clear diagrams, X/O image examples, filter matrices, and step-by-step convolution walkthroughs. ────────── ⋆⋅☆⋅⋆ ────────── What’s Included 💡 Full How CNNs Work & See Images Slide Deck (PPT + PDF)💡 Visual CNN architecture diagrams💡 Step-by-step convolution and filtering visuals💡 Worked image-to-feature-map examples💡 Ready for in-person, online, or hybrid classrooms────────── ⋆⋅☆⋅⋆ ───
11th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Priority Queue Complete Lesson | Operations, Diagrams & Examples included
This lesson teaches students how priority-based data processing works, showing how elements are stored, ordered, and removed based on priority rather than insertion order. Learners understand why priority queues are essential in real systems and how they are implemented using linked lists and heaps, including a full C++ template-based implementation. ────────── ⋆⋅☆⋅⋆ ────────── 🧠 What Students Will Actually Master ✨✨ ✏️ What a Priority Queue is and why it’s used ✏️ Difference between a
10th - 12th, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
A Beginner-Friendly Lesson on CNN Architecture, Layers & How They Work
This is a complete lesson on Convolutional Neural Networks (CNNs) — one of the most essential architectures in Deep Learning and Computer Vision. Perfect for Machine Learning, Artificial Intelligence, Data Science, Computer Science, and advanced ICT courses at the high school, college, university, or bootcamp level. The lesson explains what CNNs are, how they work, why they are powerful, and what each component does, supported with clear diagrams, real examples, architecture visuals, filter ex
9th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Algorithm Analysis & Design: Limits, Growth Rates & Runtime Analysis
This lesson provides a complete foundation in Orders of Growth within Algorithm Analysis and Design, covering relative rates of growth, logarithmic, polynomial, exponential and factorial functions, limits-based comparisons, L’Hôpital’s Rule, Stirling’s Formula, and Big-O classifications. ────────── ⋆⋅☆⋅⋆ ────────── What’s Included 💡 Full Orders of Growth Slide Deck (PPT + PDF)💡 Growth comparison graphs and figures💡 Worked mathematical examples using limits💡 Algorithm runtime estimat
9th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Also included in: Algorithm Analysis & Design | Complete Step-by-Step Curriculum
Algorithm Analysis & Design: Mathematical Analysis of Recursive Algorithms
This lesson provides a complete, concept-clear foundation in the Mathematical Analysis of Recursive Algorithms, covering recurrence relations, basic operation counting, forward and backward substitution, and mathematical evaluation of recursive algorithm efficiency. ────────── ⋆⋅☆⋅⋆ ────────── What’s Included 💡 Full Mathematical Analysis of Recursive Algorithms Slide Deck (PPT + PDF)💡 Worked recursive algorithm examples💡 Forward and backward substitution solutions💡 Operation-count
10th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Also included in: Algorithm Analysis & Design | Complete Step-by-Step Curriculum
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