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Programs & methods
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
![Preview of Introduction To Data Structures, Algorithms & Dynamic Array [ Includes C++ ]](https://ecdn.teacherspayteachers.com/cdn-cgi/image/format=avif,quality=70,width=525,height=525,onerror=redirect/thumbitem/Introduction-To-Data-Structures-Algorithms-Dynamic-Array-Includes-C--15078860-1768712090/750f-15078860-1.jpg)
Introduction To Data Structures, Algorithms & Dynamic Array [ Includes C++ ]
This lesson gives learners the mental framework behind why data structures exist, when to use each one, and how to implement them correctly . Perfect For Programming, Coding, Computer Science & ICT classes ────────── ⋆⋅☆⋅⋆ ────────── 🧠 What Students Will Actually Master ✨✨✏️What data structures are — and why they exist✏️How data organization impacts speed and memory✏️How to choose the right data structure for a problem ✏️Arrays vs Dynamic Arrays — when fixed size fails✏️Array vs Linked
9th - 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
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 ]
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
Introduction to Flow Charting in programming and Computer Science.
This complete lesson introduces the fundamentals of Flow Charting in Programming and Computer Science. Students will learn how to visually represent algorithms, decisions, and processes using standard flowchart symbols. The lesson emphasizes logical thinking and step-by-step problem-solving. It's ideal for beginners learning to plan, design, and communicate their code. ▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧ The Following Are Included in This Curriculum✤ PDF Lessons ✤ PowerPoint Presentations ✤ PowerPoint
6th - 12th, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
![Preview of Complete Computer Science & Python Programming Lessons [ULTIMATE CODING BUNDLE].](https://ecdn.teacherspayteachers.com/cdn-cgi/image/format=avif,quality=70,width=525,height=525,onerror=redirect/thumbitem/Complete-Computer-Science-Python-Programming-Lessons-ULTIMATE-CODING-BUNDLE--13423995-1756133068/750f-13423995-1.jpg)
Complete Computer Science & Python Programming Lessons [ULTIMATE CODING BUNDLE].
This Bundle offers an all-in-one curriculum that combines core Computer Science concepts with practical Python programming skills. It covers everything from algorithms, flowcharts, memory management, and file systems to hands-on coding in Python. Designed for beginners and intermediate learners, this bundle is packed with engaging, classroom-ready content for a full academic term or self-paced study. ▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧ The Following Are Included in This Curriculum ✤ PDF Lessons ✤ Pow
7th - 12th, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
![Preview of Introduction to Processor Scheduling in Computer Science [Complete Lessons]](https://ecdn.teacherspayteachers.com/cdn-cgi/image/format=avif,quality=70,width=525,height=525,onerror=redirect/thumbitem/Introduction-to-Processor-Scheduling-in-Computer-Science-Complete-Lessons--13414842-1752910146/750f-13414842-1.jpg)
Introduction to Processor Scheduling in Computer Science [Complete Lessons]
This lesson introduces students to the key concepts of Processor Scheduling in Computer Science, Coding, Programming and Software Engineering. It explores how operating systems manage CPU time among processes using algorithms like FCFS, SJF, Round Robin, and Priority Scheduling. Designed with clarity and simplicity, this lesson builds understanding of how multitasking and performance optimization work in real systems. It’s ideal for both theoretical and applied learning. ▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧
5th - 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
STEM Creativity Tools: 5 Activities to Boost Brainstorming Power
Do you need a way to help your students brainstorm ideas? This download includes 5 exercises that provide student tools to help with generating solutions to a problem or ideas during any STEM activity. These tools include: reinterpreting, ideating, merging, debugging, and S.C.A.M.P.E.R. For each tool there is an editable student handout for the activity as well as editable accompanying teacher slides. These tools can be used over and over again throughout the year to practice creative problem-s
2nd - 12th
Engineering
Also included in: Year-Round STEM Engineering Challenges Bundle (Middle School STEM)
![Preview of Introduction to Data Compression in Computer Science & Programming [Full Lesson]](https://ecdn.teacherspayteachers.com/cdn-cgi/image/format=avif,quality=70,width=525,height=525,onerror=redirect/thumbitem/Introduction-to-Data-Compression-in-Computer-Science-Programming-Full-Lesson--13415224-1752929937/750f-13415224-1.jpg)
Introduction to Data Compression in Computer Science & Programming [Full Lesson]
This lesson introduces students to the fundamentals of Data Compression in Computer Science, Coding and Programming. Learners will explore how data can be reduced in size to improve storage efficiency and transmission speed. Key concepts include lossy and lossless compression, algorithms, and real-world applications. The lesson is beginner-friendly and supports both theory and practice. ▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧ The Following Are Included in This Curriculum✤ PDF Lessons ✤ PowerPoint Presenta
4th - 12th, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Complete Curriculum in Data Structures for Computer Science & Programming.
This curriculum offers a clear and engaging introduction to Data Structures in Computer Science Programming and Coding, designed for both beginners and intermediate learners. It covers key concepts such as arrays, linked lists, stacks, queues, trees, graphs, hash tables, searching and sorting algorithms, and memory management. ▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧ The Following Are Included in This Curriculum✤ PDF Lessons ✤ PowerPoint Presentations ✤ PowerPoint Compatible Mode ▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧
4th - 12th, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
![Preview of Introduction to Pseudocode in Computer Science & Programming [Full lessons]](https://ecdn.teacherspayteachers.com/cdn-cgi/image/format=avif,quality=70,width=525,height=525,onerror=redirect/thumbitem/Introduction-to-Pseudocode-in-Computer-Science-Programming-Full-lessons--13415041-1752925460/750f-13415041-1.jpg)
Introduction to Pseudocode in Computer Science & Programming [Full lessons]
This complete lesson introduces students to Pseudocode, a key skill in Computer Science, Coding, Software Engineering and Programming. Learners will explore how to plan, write, and interpret logical steps in plain language before converting them into real code. This beginner-friendly approach strengthens problem-solving, algorithm design, and coding confidence. Ideal for building a solid programming foundation. ▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧ The Following Are Included in This Curriculum✤ PDF Less
4th - 12th, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
OUT OF ORDER | SPIKE™ Prime Robotics & Coding Interactive Notebook
🚨 THE PERFECT END-OF-YEAR STEM ACTIVITY TO KEEP STUDENTS ENGAGED, COLLABORATING, AND PROBLEM-SOLVING AFTER TESTING SEASON! 🚨 Challenge students to think like real robotics engineers with this interactive blackline master companion activity designed to accompany the online “Out of Order” LEGO® SPIKE™ Prime lesson! Students will build, test, debug, analyze, and improve a robotic delivery cart while documenting their thinking, troubleshooting strategies, and programming observations directly into
5th - 9th
Computer Science - Technology, Engineering, Robotics
Technology + Artificial Intelligence Activities How AI Learns Computer Science
Help middle school students explore how artificial intelligence works with this engaging bundle of artificial intelligence activities for STEM, technology, and computer science classes. These student-friendly lessons introduce important AI concepts through hands-on learning, critical thinking, simulations, discussion, and creative activities, all without requiring coding experience. Students will explore how AI systems use training data, patterns, predictions, and algorithms while also discu
6th - 8th
Computer Science - Technology, Engineering, Robotics
KEEP IT SAFE | SPIKE™ Prime Robotics & Coding Interactive Notebook
🚨 THE PERFECT END-OF-YEAR STEM ACTIVITY TO KEEP STUDENTS ENGAGED, COLLABORATING, AND PROBLEM-SOLVING AFTER TESTING SEASON! 🚨 Challenge students to think like real robotics engineers with this interactive blackline master companion activity designed to accompany the online “Keep It Safe” LEGO® SPIKE™ Prime lesson! Students will build, test, and program a functional safe-deposit box while documenting their logic, sensor data observations, and security algorithms directly into their engineering n
5th - 9th
Computer Science - Technology, Engineering, Robotics
Artificial Intelligence Activities Technology Applications AI Lesson Plan
Looking for engaging artificial intelligence activities that actually get students thinking? This flexible artificial intelligence lesson plan helps students explore how AI works in the real world while building essential technology applications skills through meaningful, student-choice tasks. This low-prep, student-centered resource gives learners meaningful choice while reinforcing essential AI vocabulary and concepts. Students read, write, research, draw, and create as they explore how artifi
6th - 8th
Computer Science - Technology, Engineering
![Preview of Android App Development Complete Curriculum [ MEGA BUNDLE ]](https://ecdn.teacherspayteachers.com/cdn-cgi/image/format=avif,quality=70,width=525,height=525,onerror=redirect/thumbitem/Android-App-Development-Complete-Curriculum-15072575-1765771614/750f-15072575-1.jpg)
Android App Development Complete Curriculum [ MEGA BUNDLE ]
This is a complete Android App Development curriculum designed for teachers who want students to build real Android apps, not just follow disconnected tutorials. If you teach Android Development, Mobile App Development, Kotlin Programming, ICT, Computer Science, or App Design, this lesson provides everything you need for students to build functional, modern mobile apps that follow best practices. ────────── ⋆⋅☆⋅⋆ ────────── 🧠 By the end of this curriculum, students will be able to:✔ Build f
11th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
![Preview of Introduction to DATA STRUCTURES in Computer Science [Complete Google SLIDES]](https://ecdn.teacherspayteachers.com/cdn-cgi/image/format=avif,quality=70,width=525,height=525,onerror=redirect/thumbitem/Introduction-to-DATA-STRUCTURES-in-Computer-Science-Complete-Google-SLIDES--13268169-1752903460/750f-13268169-1.jpg)
Introduction to DATA STRUCTURES in Computer Science [Complete Google SLIDES]
This is a complete Google Slide lesson on Data Structures in Computer Science, Python Programming, and Coding. It covers everything learners need to know about Data Structures and is both beginner-friendly and easy to follow. Every slide is interactive and fun to learn from. ▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧ Format & Features✤ Google Slides✤Editable ✤Interactive ✤Beginner-Friendly ✤No-Prep ✤Standards-Aligned ✤Classroom-Ready ✤Beginner to Advanced ▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧▧ Aligned with Key Educational
6th - 12th, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
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