Percent Increase and Decrease Quiz
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AP CSP Vocabulary Crosswords BUNDLE for Code.org AP Computer Science Principles
AP CSP Vocabulary Crosswords BUNDLE for Code.org AP Computer Science Principles---Increase your students' vocabulary recall and retention with this vocab crossword puzzle! Use as a quick practice activity, as extra credit, or as simple homework! Even use for no-prep substitute plans that still align with the curriculum and have students think! This corresponds to the Code.org AP CSP curriculum. Easy as print and hand out to students! What's Included:PDF of blank crossword for studentsPDF of Answ
9th - 12th, Adult Education, Higher Education
Computer Science - Technology
Virtual Routing & Forwarding (VRF) | CCNA 200-301 Prep and Networking Lessons
This is a lesson on Virtual Routing & Forwarding (VRF). Perfect for teaching ICT, Computer Science, Networking, or certification prep (CCNA, CCNP, CompTIA Network+), it provides everything you need to explain, demonstrate, and reinforce how multiple routing tables can coexist on a single device to securely segment network traffic. ◇◆◇◆◇◆◇◆◇◆◇◆◇◆◇◆◇◆◇◆◇◆◇◆ Things we’ll coverIntro to VRFVRF Configuration◇◆◇◆◇◆◇◆◇◆◇◆◇◆◇◆◇◆◇◆◇◆◇◆ Formats Provided✯ PPTX (editable PowerPoint)✯ PDF (print-friendly v
9th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Also included in: The Ultimate CCNA & Networking BUNDLE [ From Zero to Network Pro ]
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
Merge Sort Complete Lesson | Operations, Diagrams & Examples included
This lesson teaches students how efficient sorting works at scale using Merge Sort, a classic divide-and-conquer algorithm known for its consistent performance. Learners clearly see how an array is recursively divided, how sorted subarrays are merged, and why Merge Sort outperforms basic sorting algorithms—all supported by a complete C++ implementation. ────────── ⋆⋅☆⋅⋆ ────────── 🧠 What Students Will Actually Master ✨✨ ✏️ What Merge Sort is and why it’s efficient ✏️ The Divide & C
9th - 12th, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Binary Search Complete Lesson | Operations, Diagrams & Examples Included
This lesson teaches students how efficient searching works by contrasting sequential search with binary search, showing why sorted data enables dramatically faster lookups. Learners clearly see how search space is reduced by half at every step, how indices move during execution, and how binary search achieves logarithmic performance—all supported by a complete C++ program. ────────── ⋆⋅☆⋅⋆ ────────── 🧠 What Students Will Actually Master ✨✨ ✏️ What searching algorithms are and why they
10th - 12th, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Bubble Sort complete Lesson | Operations, Diagrams & Examples included
This lesson introduces students to how sorting works at the most fundamental level, using Bubble Sort to show how comparisons and swaps gradually bring order to data. Learners clearly see how values move step by step, why multiple passes are required, and how sorting algorithms operate internally—supported by a simple, complete C++ program. ────────── ⋆⋅☆⋅⋆ ────────── 🧠 What Students Will Actually Master ✨✨ ✏️ What sorting is and why it’s important ✏️ Core idea behind Bubble Sort✏️ How
10th - 12th, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Evaluating Postfix Expression | Operations, Diagrams & Examples included
This lesson shows students how expressions are actually evaluated by computers by breaking down prefix, infix, and postfix notation and implementing a complete postfix expression evaluator using stacks in C++. Instead of memorizing rules, learners see how operator precedence disappears in postfix form and how stacks power real expression evaluation step by step. ────────── ⋆⋅☆⋅⋆ ────────── 🧠 What Students Will Actually Master ✨✨ ✏️ Difference between infix, prefix, and postfix expressio
10th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Infix to Postfix Conversion Complete Lesson | Operations & Examples included
This lesson teaches students how algebraic expressions are converted into machine-friendly form, showing exactly how stacks are used to transform infix expressions into postfix notation. Learners move from rules and precedence tables to real algorithms and working C++ code, building a strong foundation for expression evaluation, compilers, and advanced stack applications. ────────── ⋆⋅☆⋅⋆ ────────── 🧠 What Students Will Actually Master ✨✨ ✏️ Difference between infix, prefix, and postfix
10th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Introduction to tmux | Terminal Multiplexer, Sessions, Windows, Panes & Shortcut
This resource is a step-by-step introductory lesson on tmux (Terminal Multiplexer). Perfect for Linux, DevOps, Programming, Cybersecurity, Networking, and Command Line courses where learners work heavily inside the terminal and need persistent, organized sessions (e.g., SSH, servers, or remote development). It teaches students how to run multiple terminal sessions from a single window, manage sessions, windows, and panes, and use tmux for productive multitasking in the command line. The less
10th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Using Templates in C++ Programming | Object Oriented Programming ( C++ )
This lesson introduces students to Function Templates and Class Templates in C++. It is designed for AP Computer Science, Intro to C++, Object-Oriented Programming, College CS1/CS2, homeschool advanced programming, and coding bootcamps. ────────── ⋆⋅☆⋅⋆ ────────── ✨✨ What Students Will Learn ✨✨ ✔ What Templates Are & Why They Matter ✔ Function Templates (Generic Functions) ✔ Class Templates (Generic Classes) ✔ Creating Reusable Generic Code ✔ Template Syntax (typename, class) ✔ Function Over
9th - 12th, Adult Education, Higher Education
Computer Science - Technology, Instructional Technology
![Preview of Implementing Array List in Data Structures Complete Lesson [ C++ Included ]](https://ecdn.teacherspayteachers.com/cdn-cgi/image/format=avif,quality=70,width=525,height=525,onerror=redirect/thumbitem/Implementing-Array-List-Complete-Lesson-15097383-1768745700/750f-15097383-1.jpg)
Implementing Array List in Data Structures Complete Lesson [ C++ Included ]
This lesson teaches students how lists are actually implemented under the hood using arrays, showing how insertion, deletion, and access work at the memory level. Learners move beyond using built-in containers to building their own List data structure from scratch, understanding why operations cost time and how data shifting affects performance. ────────── ⋆⋅☆⋅⋆ ────────── 🧠 What Students Will Actually Master ✨✨ ️✏️What a List ADT is and why it’s used ✏️ How an Array List stores eleme
10th - 12th, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
K-Nearest Neighbors : A Step-by-Step, Beginner-Friendly Machine Learning Lesson
This is a complete, ready-to-teach lesson on K-Nearest Neighbors (KNN). Perfect for Data Science, Machine Learning, Artificial Intelligence, and Computer Science courses at the high school, college, university, or bootcamp level. The lesson explains what KNN is, how it works, the full algorithm, distance measures, choosing K, example walkthroughs, and failure cases, all with clear visuals and step-by-step explanations. ────────── ⋆⋅☆⋅⋆ ────────── ✨✨ What This Lesson Covers ✨✨ ✔ What is K-Ne
10th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Namespace Complete Lesson | Object Oriented Programming ( C++ )
This lesson introduces students to Namespaces in C++. It is designed for AP Computer Science, Intro to C++, Object-Oriented Programming, College CS1/CS2, homeschool advanced programming, and coding bootcamps. ────────── ⋆⋅☆⋅⋆ ────────── ✨✨ What Students Will Learn ✨✨ ✔ Purpose of Namespaces ✔ Defining a Namespace ✔ Using Scope Resolution (::) ✔ Calling Functions Inside a Namespace ✔ Using Multiple Namespaces ✔ The using Directive ✔ Classes Inside a Namespace ✔ Using Multiple Classes Within a
9th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Structures Complete Lesson | Object Oriented Programming ( C++ )
This lesson introduces students to Structures in C++, a foundational concept in Object-Oriented Programming that teaches how to group related data into a single, organized unit. It is designed for AP Computer Science, Intro to C++, Object-Oriented Programming, College CS1/CS2, homeschool advanced programming, and coding bootcamps. ────────── ⋆⋅☆⋅⋆ ────────── ✨✨ What Students Will Learn ✨✨ ✔ What a Structure Is ✔ Purpose of Structures in Organizing Data ✔ Declaring a Structure ✔ Creating Stru
9th - 12th, Adult Education, Higher Education
Computer Science - Technology, Instructional Technology
An Introduction to 3D Printing!
Discover the wonders of 3D printing! This unit includes 58 pages of lesson plan outlines, lesson extensions with suggested activities, step-by-step walk-through on how to create a personalized keychain, vocabulary enrichment, task cards, graphic organizers, informational texts, comprehension activities with text-dependent questions, design brainstorming activities, games, sketch center, and a lot more! This is a great way to introduce 3D printing technology to your students! Total pages (includi
4th - 12th, Adult Education, Higher Education
Computer Science - Technology, Math, Science
CCSS
4.G.A.1
, 4.G.A.2
, 4.G.A.3
+6
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