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Programs & methods
Graph Algorithm Complete Curriculum | Algorithm Analysis and Design
This is a complete lesson on Graph Algorithms, covering graph data structures, directed vs undirected graphs, cyclic vs acyclic graphs, BFS, DFS, and cycle detection in directed graphs. Ideal for Computer Science, ICT, IT Fundamentals, Algorithm Analysis & Design, and AP CS–aligned courses, with slides, assessments, and answer keys included. ────────── ⋆⋅☆⋅⋆ ────────── What’s Included 💡 Full Graph Algorithms Slide Deck 💡 Complete Assessment Test 💡 Answer Key & Marking Scheme💡 Visu
10th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Also included in: Algorithm Analysis & Design | Complete Step-by-Step Curriculum
Analysis of Algorithms II Complete Lesson | Algorithm Analysis and Design
This lesson focuses on applying time complexity concepts to real problems using naive, efficient, and advanced algorithms. Ideal for Computer Science, ICT, IT Fundamentals, AP CS, and introductory Data Structures courses, with slides, teacher guide, assessments, and answer keys included. ────────── ⋆⋅☆⋅⋆ ────────── What’s Included 💡 Full Analysis of Algorithms II Slide Deck 💡 Detailed Teacher Guide & Teaching Script💡 Complete Assessment Test💡 Full Answer Key💡 Worked algorithm des
10th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Also included in: Algorithm Analysis & Design | Complete Step-by-Step Curriculum
The Data Scout: CSP Unit 6 App Lab Project (Lists, Loops & Data Analysis)
The Data Scout: CSP Unit 6 App Lab Project (Lists, Loops & Data Analysis)Description: Help students master lists, loops, and data analysis with this engaging Code.org CSP Unit 6 project! In The Data Scout, students build an interactive App Lab app that explores real-world datasets using traversal and conditional logic. Students work with large datasets from the Code.org Data Library and design an app that allows users to search, filter, or analyze data — just like real programmers working w
9th - 12th, Higher Education
Computer Science - Technology, Instructional Technology
![Preview of Advanced SQL Queries Complete Lesson | Database Management System [DBMS]](https://ecdn.teacherspayteachers.com/cdn-cgi/image/format=avif,quality=70,width=525,height=525,onerror=redirect/thumbitem/Advanced-SQL-Queries-Complete-Lesson-Database-Management-System-15105292-1766321092/750f-15105292-1.jpg)
Advanced SQL Queries Complete Lesson | Database Management System [DBMS]
This lesson provides a complete, concept-clear understanding of Advanced SQL Queries, covering aggregate functions, GROUP BY, HAVING, and subqueries for real-world data analysis. Ideal for Computer Science, ICT, IT Fundamentals, Database Systems, and AP CS–aligned courses.Designed to help students understand HOW complex data analysis and reporting is done using SQL, using clear syntax, structured examples, and realistic employee-database scenarios. ────────── ⋆⋅☆⋅⋆ ────────── What’s Inclu
10th - 12th, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Searching Algorithms Lesson: Linear, Binary, Jump & Interpolation Search
This lesson provides a complete foundation in Searching Algorithms, covering Linear Search, Binary Search, Jump Search, and Interpolation Search, including step-by-step execution, Python implementations, and time complexity analysis. ────────── ⋆⋅☆⋅⋆ ────────── What’s Included 💡 Full Searching Algorithms Slide Deck💡 Visual step-by-step search diagrams💡 Python code implementations💡 Exam-style search problems💡 Ready for in-person, online, or hybrid classrooms────────── ⋆⋅☆⋅⋆ ─────
8th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Also included in: Algorithm Analysis & Design | Complete Step-by-Step Curriculum
Analysis of Algorithms I Complete Lesson | Algorithm Analysis and Design
This lesson covers time complexity, asymptotic analysis, Big O, Θ, Ω notations, growth orders, and algorithm efficiency evaluation. Ideal for Computer Science, ICT, IT Fundamentals, AP CS, and introductory Data Structures courses, with slides, teacher guide, assessments, and answer keys included. ────────── ⋆⋅☆⋅⋆ ────────── What’s Included 💡 Full Analysis of Algorithms I Slide Deck💡 Detailed Teacher Guide & Teaching Script💡 Complete Assessment Test💡 Full Answer Key💡 Worked algorit
10th - 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 | Complete Step-by-Step Curriculum
This Curriculum covers algorithm design strategies, mathematical analysis, time and space complexity, growth rates, searching, sorting, graph algorithms, and pattern algorithms, with each unit standing as a complete, self-contained lesson while also fitting into a cohesive full course. ────────── ⋆⋅☆⋅⋆ ────────── Curriculum Structure & Coverage 1. Foundations of Algorithms ✏️ Introduction to Algorithms ✏️ Algorithm definition and characteristics ✏️ Algorithm analysis and design concept
10th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
AI-Updated Python Series 5–8 | Web Apps · Data Analysis · AI Development
You've mastered the basics — now it's time to build, analyze, and innovate. Series 5–8 takes you beyond syntax into the real world of web apps, data science, and AI development — guided by ChatGPT every step of the way. ━━━━━━━━━━━━━━━━━━━━━━ 🚀 WHAT YOU'LL LEARN (Series 5–8) ━━━━━━━━━━━━━━━━━━━━━━ 🟨 Series 5 — Web App Development (6 Lessons) Build and run real apps with Flask. 🟨 Series 6 — Data Analysis (6 Lessons) Use pandas and matplotlib for real insights. 🟨 Series 7 — AI Development (6 L
9th - 12th, Adult Education
Computer Science - Technology
Also included in: AI-Updated Python Complete Bundle Series 1–8 | Beginner to AI Developer
Analysis of Algorithm Complete Lesson | Operations, Diagrams & Examples Included
This lesson teaches students how to think about algorithm efficiency, not just how to code. Learners understand why some solutions scale and others fail, and how to compare algorithms independent of hardware, language, or input data. It moves from intuition to rigor—bridging real program timing with mathematical analysis—so students can predict performance before implementation. ────────── ⋆⋅☆⋅⋆ ────────── 🧠 What Students Will Actually Master ✨✨ ✏️ What an algorithm is vs a program vs
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
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
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
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
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
Object Oriented Programming (OOP) and Exception Handling in python Programming
This lesson delivers a complete, structured introduction to Object-Oriented Programming in Python, combined with error handling, exceptions, multithreading, generators, and core standard libraries. ────────── ⋆⋅☆⋅⋆ ────────── What’s Included💡 Full OOP and Exception Handling slide deck 💡 Step-by-step Python code examples 💡 Real-world class, inheritance, and polymorphism scenarios 💡 Practical error handling and debugging examples 💡 Advanced topics presented in a structured, teachable flow
9th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Cybersecurity - digital forensics
Lesson on cybersecurity and digital forensics. Includes PPT with several physical ‘hands-on’ practical activities/tasks for students to complete (individually or as a pair/group), includes necessary files for student analysis. Covers investigative aspects of cybersecurity and use of associated tools.
7th - 12th
Computer Science - Technology, Instructional Technology
Sorting Algorithms II: Counting Sort, Radix Sort, and Merge Sort with Algorithm
This lesson provides a complete foundation in advanced Sorting Algorithms, covering Counting Sort, Radix Sort, and Merge Sort, including step-by-step execution, divide-and-conquer strategy, non-comparison sorting, and time complexity analysis. ────────── ⋆⋅☆⋅⋆ ────────── What’s Included 💡 Full Sorting Algorithms II Slide Deck (PPT + PDF) 💡 Step-by-step visual sorting diagrams💡 Python code implementations💡 Worked sorting examples and traces💡 Ready for in-person, online, or hybrid
9th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Also included in: Algorithm Analysis & Design | Complete Step-by-Step Curriculum
App Lab - mobile app creation
Lessons as Powerpoint slides for students to work through independently or with teacher-guidance to create a basic mobile app. Students make use of buttons and text boxes. The completed mobile app can be tested ‘on-screen’ (built-in simulator) or using an actual mobile phone by scanning a QR code (app appears on mobile phone).
7th - 12th
Computer Science - Technology, 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
From Sun to Lunch Model and Simulate | NGSS Interactive Lesson No Prep LS2
From Sun to Sandwich: Modeling Energy Flow in Living Systems NGSS-Aligned | LS2 | Cause and Effect | Digital ModelingWhat happens inside a living system between sunlight and the lunch we eat? In this interactive simulation, students build and test a system model that tracks how energy flows through plants, animals, and cells—revealing invisible biological processes beneath everyday life. Instead of memorizing parts of a food web, students investigate cause and effect within a living system. The
5th - 8th
Biology, Computer Science - Technology, Physical Science
CCSS, NGSS
RI.5.3
, RI.5.10
, MP5
+2
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 ]
AP Cyber Unit 3 Topic 3.2
This product includes the following: 1) Content Explainer for the Instructor. 2) Three different worksheets (One on vocabulary, one on concepts and one combined. 3) PowerPoint and Teacher Companion Guide. 4) Many different Lesson plans. 5) Quiz with Answer Key 6) Exam with Answer Key (MCQ and an FRQ Practice). ** The content explainer is designed for newer teachers and has a practice FRQ in there as well. ** Some lesson plans refer to the content explainer for materials. ** All materials referen
9th - 12th
Computer Science - Technology
AP{ Cyber Unit 3 Topic 3.1
This product includes the following: 1) Content Explainer for the Instructor. 2) Three different worksheets (One on vocabulary, one on concepts and one combined. 3) PowerPoint and Teacher Companion Guide. 4) Many different Lesson plans. 5) Quiz with Answer Key 6) Exam with Answer Key (MCQ and an FRQ Practice). ** The content explainer is designed for newer teachers and has a practice FRQ in there as well. ** Some lesson plans refer to the content explainer for materials. ** All materials referen
9th - 12th
Computer Science - Technology
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