Programs Engineering Student Practices for Microsoft
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5th Grade Science CER Practice – Graph Analysis & Data Interpretation Activities
Build your students’ Claim-Evidence-Reasoning (CER) skills with this engaging 5th Grade Science Graph Analysis Bundle!This comprehensive set includes graph-based CER practice activities across Life, Physical, and Earth Science topics — all aligned to NGSS 5th Grade standards.Each activity features real-world data and graphs, a ready-to-use CER prompt, and is available in both printable PDF and Google Slides™ formats. Perfect for bell ringers, science warm-ups, or assessment prep, these
5th
Earth Sciences, Engineering, Physical Science
NGSS
5-ESS2-2
, 5-PS1-3
, 5-PS1-4
+13
Aero Engineers Drone Engineering Lab and STREAM Program
AERO ENGINEERS is a mission-based Drone Engineering STREAM Program designed to introduce students in Grades 4–6 to aerospace engineering, flight operations, teamwork, problem solving, and the engineering design process through hands-on learning experiences. WE use EC300 Drones that are built with LEGO Technic Like pieces. These drones are very affordable (about $50.00). Students work in collaborative flight teams as they build, test, fly, analyze, redesign, and improve a series of classroom dro
4th - 6th
Engineering
CER Lesson Plan and CER Practice Claim Evidence Reasoning Activities Unit
Make CER writing clear and manageable for your students with this complete lesson pack. Teachers will guide students step-by-step through the CER process, model writing a response, and then support students as they practice with peers and independently. This resource helps students strengthen their science communication skills while working with three types of evidence: Graph evidenceText evidenceLab resultsWhat’s Included: Editable teacher slideshow to model and guide CER writing10 student pra
6th - 8th
Earth Sciences, Engineering, Physical Science
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
![Preview of The Ultimate CCNA & Networking BUNDLE [ From Zero to Network Pro ]](https://ecdn.teacherspayteachers.com/cdn-cgi/image/format=avif,quality=70,width=525,height=525,onerror=redirect/thumbitem/The-Ultimate-CCNA-Masterclass-BUNDLE-From-Zero-to-Network-Pro-14702676-1765892422/750f-14702676-1.jpg)
The Ultimate CCNA & Networking BUNDLE [ From Zero to Network Pro ]
Master every CCNA topic with a beginner-friendly, step-by-step BUNDLE that makes networking clear, practical, and fun. Learn AP Computer Science, Python, coding, and programming alongside real-world labs and automation projects that turn theory into skill. Designed for learners who want to pass their CCNA exams, teachers who want to teach faster, and professionals who want results through hands-on practice and guided examples. ◇◆◇◆◇◆◇◆◇◆◇◆◇◆◇◆◇◆◇◆◇◆◇◆ Formats Provided✯ Cisco Packet Tracer S
9th - 12th, Adult Education, 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
![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
CER Graphs with Engineering Graphs Claim Evidence Reasoning CER Practice
This is an Engineering Claim Evidence Reasoning Unit with Engineering Graphs for CERs. Provide CER Activities with clear evidence from the graphs! Bring engineering design to life with this Claim-Evidence-Reasoning (CER) Graph Analysis Unit! Perfect for upper elementary and middle school, this resource engages students in analyzing real-world engineering data to evaluate and improve design solutions. With 24 unique, standards-aligned engineering graphs, students practice interpreting data, id
5th - 8th
Engineering, General Science, Physical Science
NGSS
MS-ETS1-2
, 3-5-ETS1-3
, MS-ETS1-4
+4
![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
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
![Preview of Mastering Python Built-in-Data Types | Complete Coding Curriculum [ MEGA Bundle]](https://ecdn.teacherspayteachers.com/cdn-cgi/image/format=avif,quality=70,width=525,height=525,onerror=redirect/thumbitem/Mastering-Python-Built-in-Data-Types-Complete-Coding-Curriculum-MEGA-Bundle--14099108-1754590855/750f-14099108-1.jpg)
Mastering Python Built-in-Data Types | Complete Coding Curriculum [ MEGA Bundle]
Teach your students how to choose and master every built-in Python data type with practical, real-world coding lessons. This comprehensive 31-lesson MEGA Bundle removes guesswork and confusion by providing clear, focused instruction on when, why, and how to use each data type. With plug-and-play lessons and printable materials, learners gain lasting understanding and hands-on coding skills. ≋≋≋≋≋≋≋≋≋≋≋≋≋≋≋≋≋≋≋≋≋≋≋≋≋≋≋≋ What You Get ★ 31 Plug-and-Play Lessons ★ PowerPoint Slides
8th - 12th, Higher Education
Computer Science - Technology, Engineering, Instructional 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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