Percent Increase and Decrease Quiz - Page 4
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Programs & methods
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
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
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
STEM Model Bridge Building Challenge Curriculum Kit - Jr High and High School
Bring hands-on engineering into your classroom with this STEM Bridge Building Curriculum Kit - 2026 EditionPerfect for middle and high school students, this engaging resource challenges learners to design, construct, and test model bridges while applying critical STEM principles. Students will step into the role of engineers as they: Design: Learn about structural concepts and load distribution. Build: Construct their own model bridge with balsam wood and glue. Test: Evaluate strength, stabili
7th - 12th, Higher Education
Engineering, Geometry, Instructional Technology
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
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
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
Virtual Local Area Networks Part 1 | CCNA 200-301 Prep and Networking Lessons
This lesson is on VLANs (Virtual Local Area Networks) – Part 1. Ideal for ICT, Computer Science, Networking, or certification prep (CCNA, CCNP, or CompTIA Network+), it covers the fundamentals of VLANs, including what a LAN is, broadcast domains, the definition and purpose of VLANs, and how to configure VLANs on Cisco switches. Learners will understand how VLANs segment networks for improved performance, security, and management, forming the foundation for advanced switching concepts. ◇◆
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 ]
OSPF Part-3 | CCNA 200-301 Prep and Networking Lessons
This lesson is on Open Shortest Path First (OSPF) – Part 3. Ideal for ICT, Computer Science, Networking, or certification prep (CCNA, CCNP, or CompTIA Network+), it covers OSPF network types, OSPF neighbor and adjacency requirements, and OSPF Link-State Advertisement (LSA) types. Students will learn how OSPF functions across different network topologies, the conditions required to form adjacencies, and how LSAs share routing information to maintain an accurate and efficient network topolog
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 ]
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
Virtual Local Area Networks Part 3 | CCNA 200-301 Prep and Networking Lessons
This lesson is on VLANs (Virtual Local Area Networks) – Part 3. Ideal for ICT, Computer Science, Networking, or certification prep (CCNA, CCNP, or CompTIA Network+), it covers advanced VLAN topics including Native VLAN configuration on a router, Wireshark traffic analysis, and Layer 3 (Multilayer) Switching. Learners will explore how routing between VLANs operates, how to analyze VLAN traffic, and how multilayer switches integrate routing and switching for high-performance enterprise netw
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 ]
Virtual Local Area Networks Part 2 | CCNA 200-301 Prep and Networking Lessons
This lesson is on Virtual Local Area Networks (VLANs) – Part 2. Ideal for ICT, Computer Science, Networking, or certification prep (CCNA, CCNP, or CompTIA Network+), it covers advanced VLAN concepts including what trunk ports are, the purpose of trunk ports, 802.1Q encapsulation, how to configure trunk ports, and Router on a Stick (ROAS). Learners will understand how VLANs communicate across multiple switches and routers, enabling inter-VLAN connectivity and efficient network segmentat
9th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
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