Programs Computer Science - Technology Student Practice Digitals
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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
AI-Updated Python Complete Bundle Series 1–8 | Beginner to AI Developer
The complete Python learning journey — from absolute beginner to AI developer. Series 1–8 covers everything you need to go from zero coding experience to building real web apps, analyzing data, and creating AI projects — all guided by ChatGPT. ━━━━━━━━━━━━━━━━━━━━━━ 📚 WHAT'S INCLUDED ━━━━━━━━━━━━━━━━━━━━━━ 🟩 Series 1–4 — Beginner to Intermediate ✅ Thonny Introduction ✅ Python Basics ✅ Python Intermediate ✅ Python Advanced 🟨 Series 5–8 — Advanced to AI Developer ✅ Web App Development (Flask) ✅
6th - 12th, Adult Education, Higher Education
Computer Science - Technology
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
AI-Updated Python Curriculum Series 1–4 | Beginner to Intermediate
Learn Python from zero — with ChatGPT as your personal AI tutor. No coding background required. No expert teacher needed. Students learn independently with AI guidance — 24 hours a day. ━━━━━━━━━━━━━━━━━━━━━━ 📚 WHAT'S INCLUDED (Series 1–4) ━━━━━━━━━━━━━━━━━━━━━━ 🟩 Series 1 — Thonny Introduction (6 Lessons) Install Thonny, run your first program, fix errors, save files, add packages, use Japanese + English together. 🟩 Series 2 — Python Basics (6 Lessons) Variables, If statements, For loops, Wh
6th - 12th, Adult Education
Computer Science - Technology
Also included in: AI-Updated Python Complete Bundle Series 1–8 | Beginner to AI Developer
Data Models and ER Diagram Model complete Lesson | Database Management System
This lesson provides a complete, concept-clear foundation on Data Models and the Entity-Relationship (ER) Diagram Model, covering data modeling concepts, ER components, keys, relationships, and cardinality constraints. Designed to help students understand HOW databases are planned and structured before implementation, using clear diagrams, symbols, and real-world modeling examples. ────────── ⋆⋅☆⋅⋆ ────────── What’s Included 💡 Full Data Models & ER Diagram Slide Deck💡 Detailed Teacher
9th - 12th, Higher Education
Computer Science - Technology, 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
![Preview of SQL Joins and Views Complete Lesson | Database Management System [DBMS]](https://ecdn.teacherspayteachers.com/cdn-cgi/image/format=avif,quality=70,width=525,height=525,onerror=redirect/thumbitem/Joins-and-View-Complete-Lesson-Database-Management-System-15107264-1766320897/750f-15107264-1.jpg)
SQL Joins and Views Complete Lesson | Database Management System [DBMS]
This lesson provides a complete understanding of SQL Joins and Views, covering all major join types, advanced join scenarios, UNION operations, and SQL views for data presentation and security. Ideal for Computer Science, ICT, IT Fundamentals, Database Systems, and AP CS–aligned courses. Designed to help students understand HOW data from multiple tables is combined and presented in real databases, using clear diagrams, real-world table examples, and fully worked SQL queries. ────────── ⋆⋅☆⋅
9th - 12th, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
![Preview of Relational Model Complete Lesson | Database Management System [DBMS]](https://ecdn.teacherspayteachers.com/cdn-cgi/image/format=avif,quality=70,width=525,height=525,onerror=redirect/thumbitem/Relational-Model-Complete-Lesson-Database-Management-System-15104803-1766320955/750f-15104803-1.jpg)
Relational Model Complete Lesson | Database Management System [DBMS]
This lesson provides a complete, concept-clear foundation of the Relational Model in DBMS, covering tables, keys, relationships, relational schema, operations, and ER-to-relational conversion. Ideal for Computer Science, ICT, IT Fundamentals, Database Systems, and AP CS–aligned courses.Designed to help students understand HOW real-world databases are structured and implemented before writing SQL, using clear tables, diagrams, schemas, and practical examples. ────────── ⋆⋅☆⋅⋆ ────────── Wh
10th - 12th, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
![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 Introduction to SQL 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-SQL-Complete-Lesson-Database-Management-System-15104982-1766320858/750f-15104982-1.jpg)
Introduction to SQL Complete Lesson | Database Management System [DBMS]
This lesson provides a complete, beginner-friendly introduction to SQL, covering SQL fundamentals, command categories, table creation, data manipulation, querying, and core MySQL data types. Ideal for Computer Science, ICT, IT Fundamentals, Database Systems, and AP CS–aligned courses. Designed to help students understand HOW SQL is used to interact with databases before advanced queries, using clear syntax examples, tables, and real-world student database scenarios. ────────── ⋆⋅☆⋅⋆ ───────
10th - 12th, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Digital Forensics Python Lab: Browser History Investigation | Cybersecurity Pack
Digital Forensics Python Lab: Browser History Investigation | Cybersecurity Activity Modular Python investigation workflow Take your students deeper into cybersecurity with this hands-on Python digital forensics lab!In this advanced computer science and cybersecurity activity, students analyze browser history data using Python to uncover suspicious behavior, reconstruct timelines, and identify evidence of potential data exfiltration. This lab simulates a real-world forensic investigation, givi
9th - 12th, Higher Education
Computer Science - Technology, Forensics
Database Security and Access Control Full Lesson | Database Management System
This is a Complete lesson on Database Security and Access Control, covering authentication, authorization, access control, encryption, auditing, and real-world security risks. Ideal for Computer Science, ICT, IT Fundamentals, Database Systems, and AP CS–aligned courses. Designed to help students understand HOW databases protect sensitive data from unauthorized access, using real MySQL commands, security scenarios, and industry-aligned best practices. ────────── ⋆⋅☆⋅⋆ ────────── What’s In
10th - 12th, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Stored Procedures and Functions Complete Lesson | Database Management System
This lesson provides a complete foundation on Stored Procedures and Functions in MySQL, covering procedure creation, parameters, execution, functions, and real-world database logic implementation. Ideal for Computer Science.Designed to help students understand HOW logic is stored, reused, and secured inside the database, using clear syntax, step-by-step examples, and realistic employee-database scenarios. ────────── ⋆⋅☆⋅⋆ ────────── What’s Included 💡 Full Stored Procedures and Functions
10th - 12th, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
SQL Constraints and Indexing Complete Lesson | Database Management System
This lesson provides a complete understanding of SQL Constraints and Indexing, covering data integrity rules, database keys, constraint types, cascading actions, and performance optimization using indexes.Designed to help students understand HOW databases enforce correctness and improve performance, using real-world table designs, full SQL examples, and practical integrity-violation scenarios. ────────── ⋆⋅☆⋅⋆ ────────── What’s Included 💡 Full SQL Constraints and Indexing Slide Deck💡 D
10th - 12th, Adult Education, Higher Education
Computer Science - Technology, Engineering, 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
Database Design and Normalization Complete Lesson | Database Management System
This lesson provides a complete foundation in Database Design and Normalization, covering data redundancy, functional dependencies, normalization forms (1NF–BCNF), and real-world design decisions. Designed to help students understand WHY good database design matters before writing SQL, using clear tables, step-by-step decompositions, and exam-ready normalization examples. ────────── ⋆⋅☆⋅⋆ ────────── What’s Included 💡 Full Database Design & Normalization Slide Deck💡 Detailed Teacher No
10th - 12th, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
SQL - Data Manipulation Language (DML) Full Lesson | Database Management System
This lesson provides a complete, concept-clear understanding of SQL Data Manipulation Language (DML), covering INSERT, UPDATE, DELETE, filtering, sorting, grouping, and safe data handling practices. Ideal for Computer Science, ICT, IT Fundamentals, Database Systems, and AP CS–aligned courses. Designed to help students understand HOW data is added, modified, analyzed, and safely managed in real databases, using clear SQL syntax, step-by-step examples, and practical student-table scenarios. ─
10th - 12th, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Database System Architecture Complete Lesson | Database Management System
This lesson provides a complete, concept-clear understanding of DBMS architecture, covering DBMS components, database architecture models, levels of abstraction, and types of DBMS. Ideal for Computer Science, ICT, IT Fundamentals, Database Systems, and AP CS–aligned courses. ────────── ⋆⋅☆⋅⋆ ────────── What’s Included 💡 Full DBMS Architecture Slide Deck💡 Detailed Teacher Slide Notes & Teaching Guide💡 Complete Assessment Test💡 Full Answer Key💡 Clear breakdown of DBMS components💡 V
10th - 12th, Higher Education
Computer Science - Technology, Engineering, Instrumental Music
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
Backup and Recovery Complete Lesson | Database Management System
This lesson provides a complete foundation in Database Backup and Recovery, covering backup types, recovery techniques, mysqldump usage, automation, and disaster recovery planning. Ideal for Computer Science, ICT, IT Fundamentals, Database Systems, and AP CS–aligned courses. Designed to help students understand HOW databases protect data from loss and ensure availability, using real MySQL commands, step-by-step backup and restore workflows, and business-ready disaster recovery examples.
10th - 12th, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
![Preview of NoSQL 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/NoSQL-Databases-Complete-Lesson-Database-Management-System-15112186-1766321039/750f-15112186-1.jpg)
NoSQL Databases Complete Lesson | Database Management System [DBMS]
This is a complete lesson on NoSQL databases, covering NoSQL concepts, characteristics, types, scalability, CAP theorem, advantages, challenges, and real-world applications. Ideal for Computer Science, ICT, IT Fundamentals, Database Systems, and AP CS–aligned courses. Designed to help students understand WHY NoSQL exists and WHEN it is used instead of relational databases, using clear comparisons, real-world scenarios, and industry-aligned examples. ────────── ⋆⋅☆⋅⋆ ────────── What’s Inc
10th - 12th, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
Triggers Complete Lesson | Database Management System
This lesson provides a complete understanding of Database Triggers in MySQL, covering trigger types, timing, events, syntax, automation, and real-world use cases such as logging and data integrity enforcement. ────────── ⋆⋅☆⋅⋆ ────────── What’s Included 💡Full Database Triggers Slide Deck💡 Detailed Teacher Notes & Teaching Guide💡 Complete Assessment Test💡 Full Answer Key💡 Step-by-step trigger examples using real tables💡 Ready for in-person, online, or hybrid classrooms────────── ⋆
10th - 12th, Higher Education
Computer Science - Technology, Engineering, Instructional Technology
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