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![Preview of Data Structures & Algorithms Step-by-step Curriculum Using C++ [Complete Bundle]](https://ecdn.teacherspayteachers.com/cdn-cgi/image/format=avif,quality=70,width=525,height=525,onerror=redirect/thumbitem/Complete-Data-Structures-Algorithms-Step-by-Step-Curriculum-15377190-1769843565/750f-15377190-1.jpg)
Data Structures & Algorithms Step-by-step Curriculum Using C++ [Complete Bundle]
Students struggle with Data Structures because most materials are abstract, rushed, and hard to follow. This complete, visual, step-by-step curriculum breaks every concept down using clear diagrams, structured explanations, and worked examples. Each lesson follows a logical teaching sequence that builds real understanding while saving teachers hours of preparation time. ────────── ⋆⋅☆⋅⋆ ────────── WHAT THIS CURRICULUM COVERS🧠 Foundations Introduction to Data Structures, Algorithms & Dynami
10th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
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
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
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
Because of the Question — Free Will, Algorithms & The Thinking Reed
Can a thought still belong to you if someone predicted it first? OKINA: Zehi wa Toi Yue ni ("Because of the Question") is the fourth installment in the OKINA Film Series and the philosophical center of the entire saga. Built as a discussion-heavy classroom resource, this complete unit combines AI ethics, free will, philosophy, historical fiction, Japanese language, critical thinking, and literary analysis through an original speculative film script. When high school student Tanaka begins researc
8th - 12th, Adult Education, Higher Education
Literature, Novel Studies, World History
Pattern Searching Algorithms Lesson | Operations, Diagrams & Examples included
This lesson provides a complete foundation in Pattern Searching Algorithms, covering naive pattern searching techniques and regular expressions for text matching, with step-by-step pattern comparisons and Python implementations. ────────── ⋆⋅☆⋅⋆ ────────── What’s Included 💡 Full Pattern Searching Algorithms Slide Deck💡 Visual step-by-step pattern matching diagrams💡 Python code implementations💡 Worked pattern matching examples💡 Ready for in-person, online, or hybrid classrooms────
9th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Also included in: Algorithm Analysis & Design | Complete Step-by-Step Curriculum
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
Sorting Algorithm I Complete Curriculum | Algorithm Analysis and Design
This is a Complete Lesson on Sorting Algorithms, covering Bubble Sort, Selection Sort, and Insertion Sort, step-by-step execution, and time complexity analysis (O(n²)). 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 Sorting Algorithms I Slide Deck💡 Complete Assessment Test💡 Answer Key & Marking Scheme💡 Visual sorting dia
10th - 12th, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Also included in: Algorithm Analysis & Design | Complete Step-by-Step Curriculum
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
![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
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
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
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
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
Social Media Algorithms Inquiry-Based Research Project | Inquiry Learning
How Do Social Media Algorithms Shape What We See and Believe?In this week-long inquiry-based project, middle or high school students investigate how social media algorithms influence information, mental health, and democracy. Students explore real-world questions for which there are no easy answers, making this project highly engaging, discussion-rich, and relevant to their daily lives. Perfect for Social Studies, Psychology, Sociology, Computer Science, Science, Current Events, or any class exa
7th - 12th, Higher Education
Not Subject Specific
python programming computer coding worksheets : loop explanation algorithm
Python coding worksheets on loops & algorithms! Perfect for beginners—includes explanations, exercises & answer keys. Digital/printable.
9th - 12th, Higher Education
Computer Science - Technology, Engineering, Other (Science)
Also included in: binary code worksheets, python programming computer coding worksheets
Algorithm Bundle!
This bundle includes the selection sort AND bubble sort projects/worksheets from my store! A $7.00 value, now only $5.00! Help your students understand two integral algorithms using these visual guides.
9th - 12th, Higher Education
Computer Science - Technology
AP Psychology Cognition Lesson + Worksheet: Problem Solving & Cognitive Bias
AP Psychology New CED PDF Lesson to teach Cognition, Problem Solving, and Cognitive Bias: Heuristics & Algorithms, Schemas & Prototypes, Assimilation & Accomodation, Selective Attention, and Cognitive Biases. This resource includes a guided lesson and application assignment where students analyze selective attention, define and apply schemas and prototypes, and examine how cognitive shortcuts can lead to bias and errors in thinking. The activity also connects cognition concepts to real-world ex
10th - 12th, Higher Education
Psychology
Showing 1-24 of 60+ results
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