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
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
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
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
Routing Fundamentals & Static Routing | CCNA 200-301 and Networking Lessons
This lesson is on Routing Fundamentals & Static Routing. Ideal for ICT, Computer Science, Networking, or certification prep (CCNA, CCNP, or CompTIA Network+), it introduces the core concepts of routing and explains how routers determine the best path for data to travel across networks. The lesson also covers static routing, demonstrating how to manually configure routes to control network traffic and ensure reliable communication between devices, helping learners build a solid foundation
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 ]
IPv4 Addressing (Part 2) | CCNA 200-301 Prep and Networking Lessons
This lesson is on IPv4 Addressing (Part 2). Ideal for ICT, Computer Science, Networking, or certification prep (CCNA, CCNP, or CompTIA Network+), it provides a deeper understanding of IPv4 addressing through a review and clarification of IP address classes. The lesson guides learners step-by-step on how to determine the maximum number of hosts, network address, broadcast address, first usable address, and last usable address for a given network, helping them strengthen their subnetti
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 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 ]
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
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
Also included in: The Ultimate CCNA & Networking BUNDLE [ From Zero to Network Pro ]
Life of a Packet | CCNA 200-301 Prep and Networking Lessons
This lesson is on Life of a Packet. Ideal for ICT, Computer Science, Networking, or certification prep (CCNA, CCNP, or CompTIA Network+), it explains how a data packet travels through a network, from the moment it leaves the source device until it reaches its destination. The lesson clearly illustrates each stage of the process, including encapsulation, addressing, routing, and delivery, helping learners understand how information moves efficiently and securely across networks. ◇◆◇◆◇◆◇
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 ]
Switch Interfaces | CCNA 200-301 Prep and Networking Lessons
This lesson is on Switch Interfaces. Ideal for ICT, Computer Science, Networking, or certification prep (CCNA, CCNP, or CompTIA Network+), it explains the different types of interfaces found on network switches and their functions. The lesson covers topics such as access ports, trunk ports, and management interfaces, helping learners understand how switches connect and communicate with other devices, manage traffic within a network, and support efficient network design and configuration
9th - 12th, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Also included in: The Ultimate CCNA & Networking BUNDLE [ From Zero to Network Pro ]
IPv6 Part 2 | CCNA 200-301 Prep and Networking Lessons
This lesson is on IPv6 – Part 2. Ideal for ICT, Computer Science, Networking, or certification prep (CCNA, CompTIA Network+, or CCNP), it continues from Part 1 with a deeper look into IPv6 address configuration, including Modified EUI-64 address generation, and explains the different IPv6 address types such as Global Unicast, Unique Local, Link-Local, Multicast, and other specialized addresses used in modern IPv6 networks. ◇◆◇◆◇◆◇◆◇◆◇◆◇◆◇◆◇◆◇◆◇◆◇◆ Things we’ll coverIPv6 address configurati
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 ]
Algorithm Analysis and Design: Foundations, GCD Algorithms & Numerical Methods
This lesson provides a complete foundation in GCD Algorithms and Numerical Methods, covering Euclid’s Algorithm, the Middle-School GCD algorithm, time complexity analysis, and numerical root-finding using the Newton–Raphson method. ────────── ⋆⋅☆⋅⋆ ────────── What’s Included 💡 Full GCD Algorithms & Numerical Methods Slide Deck (PPT + PDF)💡 Worked GCD examples💡 Time complexity comparisons💡 Newton–Raphson numerical method walkthroughs💡 Ready for in-person, online, or hybrid classroo
9th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Also included in: Algorithm Analysis & Design | Complete Step-by-Step Curriculum
Computer Science Foundations with Python Programming Step-by-Step Curriculum
This lesson gives students a clear, structured foundation in Python programming and Coding, moving from core computing concepts to real Python code, control flow, operators and data structures ────────── ⋆⋅☆⋅⋆ ────────── What’s Included💡 Full Python Programming Foundations slide deck 💡Visual diagrams and step-by-step slides and PDF 💡 Python code examples throughout 💡 Classroom-ready structure 💡 Suitable for in-person, online, or hybrid teaching ────────── ⋆⋅☆⋅⋆ ────────── What Students Wi
9th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
![Preview of Database Management System Complete Step-by-Step Curriculum [ DBMS MEGA BUNDLE ]](https://ecdn.teacherspayteachers.com/cdn-cgi/image/format=avif,quality=70,width=525,height=525,onerror=redirect/thumbitem/Database-Management-System-15378401-1769507166/750f-15378401-1.jpg)
Database Management System Complete Step-by-Step Curriculum [ DBMS MEGA BUNDLE ]
This Database Management System (DBMS) complete lesson bundle covers databases, SQL, ER diagrams, normalization, joins, transactions, and NoSQL in one structured, classroom-ready resource. Designed for Computer Science teachers who need clear explanations, visuals, and exam-aligned content without wasting prep time. ────────── ⋆⋅☆⋅⋆ ────────── WHAT THIS CURRICULUM COVERS 🧠 Foundations Introduction to Databases & DBMS (why databases exist, real-world use) Database System Architecture (comp
9th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Complete C Programming Beginner Lesson : From Basics to First Program
This Curriculum introduces students to C Programming. Perfect for ICT, Computer Science, Programming Foundations, Software Engineering fundamentals, and certification prep (CS50-style programs, university CS1, Diploma/TVET courses). It gives them a complete understanding of how C works, how programs run, how compilers function, and how core programming concepts are applied. Each lesson is designed with clear explanations, diagrams, code snippets, step-by-step breakdowns, memory illustrations
9th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
STEM Bell Ringers Critical Thinking Activity Conversation Starters Warm Ups
Kickstart your class with engaging bellwork by using these conversation starters! These STEM bell ringers are designed to spark debate and curiosity while encouraging your students thinking critically about science, technology, engineering, and math. This resource includes 70 editable slides filled with thought-provoking discussion questions that will challenge your students to form opinions and explore STEM topics. Perfect for a weekly routine, simply display these STEM bellringers as stude
5th - 12th
Computer Science - Technology, Engineering, General Science
![Preview of Introduction to Databases Complete Lesson | Database Management System [DBMS]](https://ecdn.teacherspayteachers.com/cdn-cgi/image/format=avif,quality=70,width=525,height=525,onerror=redirect/thumbitem/Introduction-to-Databases-Complete-Lesson-Database-Management-System-15101173-1766321000/750f-15101173-1.jpg)
Introduction to Databases Complete Lesson | Database Management System [DBMS]
This lesson provides a complete, concept-clear foundation for understanding databases, DBMS roles, file systems vs databases, real-world applications, and database users. Perfect for Computer Science, ICT, IT Fundamentals, AP CS Principles, with slides, teacher notes, assessments, and answer keys included. Designed to help students understand WHY databases exist before learning SQL, using real-life examples, diagrams, and exam-ready explanations. ────────── ⋆⋅☆⋅⋆ ────────── What’s Included
9th - 12th, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
![Preview of Complete Operating Systems Unit for Computer Science [ Step-by-Step Curriculum]](https://ecdn.teacherspayteachers.com/cdn-cgi/image/format=avif,quality=70,width=525,height=525,onerror=redirect/thumbitem/Operating-System-Complete-Curriculum-PART-1-3-BUNDLE-14934383-1768978971/750f-14934383-1.jpg)
Complete Operating Systems Unit for Computer Science [ Step-by-Step Curriculum]
This Complete Curriculum gives students a solid understanding of Operating Systems. Perfect for ICT, Computer Science, Software Engineering, Networking, Diploma/TVET programs, university-level OS courses, and learners preparing for OS exams or practical assessments. Each lesson includes clear explanations, diagrams, system architecture visuals, scheduling charts, binary conversion tables, real-world OS examples, and step-by-step walkthroughs that make complex OS concepts easy to teach and ea
6th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
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