Samples

0012 STEM GRADE 12


Description
This Grade 12 STEM curriculum, focuses on advanced and specialized knowledge in Mathematics, AI, Robotics, Drone Science, Data Analytics, and Machine Learning. The curriculum is designed to prepare students for higher education and careers in cutting-edge technological fields.

Unit 1: Advanced Mathematics for STEM
Week 1-4: Mathematical Modeling and Simulation
Advanced techniques in mathematical modeling.
Simulation projects applying mathematical models to real-world STEM scenarios.
Exploration of the role of mathematics in predicting system behavior.

Week 5-8: Advanced Statistics and Probability
Advanced statistical analysis techniques.
Probability distributions in machine learning and data analytics.
Projects involving statistical modeling of complex phenomena.
Unit 2: Advanced Artificial Intelligence and Machine Learning

Week 9-12: Deep Learning and Neural Networks
In-depth study of deep learning architectures.
Advanced neural network design and optimization.
Real-world applications and case studies.

Week 13-16: Reinforcement Learning and Advanced AI Applications
Advanced concepts in reinforcement learning.
Applications of AI in diverse fields such as healthcare, finance, and autonomous systems.
Group projects addressing complex problems with advanced AI techniques.
Unit 3: Advanced Robotics and Control Systems

Week 17-20: Advanced Robotic Control
Nonlinear control systems in robotics.
Adaptive and optimal control algorithms.
Simulation projects for advanced robotic control.

Week 21-24: Bio-inspired Robotics
Exploration of bio-inspired robotics.
Application of biological principles to the design of robotic systems.
Collaborative projects on designing and simulating bio-inspired robots.
Unit 4: Advanced Drone Science and Autonomous Systems

Week 25-28: Swarm Intelligence and Drone Swarms
In-depth study of swarm intelligence.
Design and programming of drone swarms for complex tasks.
Real-world simulations and collaborative projects with drone swarms.

Week 29-30: Autonomous Systems in Research and Exploration
Applications of autonomous systems in research and exploration.
Guest speakers from research institutions.
Collaborative projects involving autonomous systems in specific research scenarios.
Unit 5: Advanced Data Analytics and Big Data Technologies

Week 31-34: Advanced Data Processing and Analysis
Advanced data processing techniques for large datasets.
Collaborative projects analyzing complex and massive datasets.
Real-world applications in big data analytics.

Week 35-38: Artificial Intelligence in Data Analytics
Integration of AI with advanced data analytics.
Machine learning applications in data analytics.
Capstone projects applying AI techniques to complex data analytics challenges.
Culminating Project: STEM Innovation Symposium
Independent or group research projects combining advanced mathematics with AI, robotics, drone technology, and data analytics.
Presentation of research findings at a STEM Innovation Symposium.
Peer review and feedback sessions.
Throughout the curriculum, there should be a strong emphasis on independent research, critical thinking, and collaborative problem-solving. Students should have opportunities to engage with industry professionals, participate in real-world applications, and explore the ethical implications of emerging technologies. The curriculum should prepare students for advanced studies in STEM fields or entry into industries that require expertise in AI, robotics, drone technology, data analytics, and machine learning at a high level of proficiency.
Content
  • Welcome! K12 STEM Students
  • Syllabus
  • Term 1: Advanced Mathematical Concepts and Advanced Calculus Mastery
  • Month 1-2: Mastery of Advanced Algebra and Advanced Calculus
  • Week 1-2: Advanced Algebraic Concepts
  • Algebra Tutorial (Part 1)
  • Algebra Tutorial (Part 2)
  • Notes: Complex algebraic concepts and problem-solving strategies
  • Lab: Linear Equation Water Park Project
  • Assessment
  • NASA Application - Solving Systems of Equations Algebraically_ Molecules
  • Week 3-4: Advanced Calculus and Multivariable Calculus
  • Calculus
  • Multivariable Calculus
  • Note: Applications of Calculus
  • Lab: Calculus Application in Robotics and AI
  • Assessment
  • NASA Application - Having a hot time on mars
  • Term 2: Advanced Robotics and AI Development
  • Month 3-4: Advanced Robotics Programming and AI Integration
  • Week 1-2: Advanced Robot Programming Techniques
  • Programming Language
  • ABB Robot Studio
  • Note: Coding Structures and Algorithms
  • All Things STEM Robotics
  • Lab Robo Revolution
  • 5_Step_Programming_Lab
  • Assessment
  • NASA Application - Robocode
  • Week 3-4: Robotics Engineering and Advanced AI Development
  • Advanced robotics engineering and collaborative AI projects.
  • Note: Engineering principles, project management, problem solving in AI.
  • Lab Robo Chef
  • Assessment Robotics with AI application
  • NASA Application - The GEARS-SMP
  • NASA Application - The Gears SMP
  • Term 3: Advanced AI and Drone Science Applications
  • Month 5-6: Advanced AI, Machine Learning, and Drone Science Applications
  • Week 1-2: Cutting-edge Machine Learning and AI Applications
  • Machine learning concepts, algorithms, and real-world AI applications
  • Note Latest AI Concepts and Ethical Considerations
  • Lab Store Sales Time Series Forecasting
  • Assessment Advanced AI and Machine Learning Project Evaluation
  • Drone Science Innovations, Advanced Coding, and Mission Planning
  • Professional Drone Mapping
  • Drone Mapping for Construction
  • Multi Drone Mission Planning Using UgCS
  • Note: Advanced drone technologies, coding for drones, and mission planning
  • Lab Drone Mission Masters
  • Assessment: Drone Mission Masters
  • NASA Application - Improving Fire Detection in the Amazon
  • Term 4: Cutting-edge Data Analytics and Advanced STEM Projects
  • Month 7-8: Cutting-edge Data Analytics and Advanced STEM Projects
  • Week 1-2: Advanced Statistical Analysis, Data Visualization, Machine Learning
  • Introduction to Advanced Statistical Techniques and Its Applications
  • Using ChapGPT for Advanced Data Analytics
  • Advanced Data Visualization Tutorial
  • Note: Interpreting complex data sets and advanced machine learning concepts.
  • Lab Activity The Great Pumpkin Patch Prediction
  • Pumpkin Varaible Datasheet
  • Assessment The Great Pumpkin Patch Prediction
  • NASA Application - Our ocean from space
  • NASA Application - A sea of data with PACE
  • Week 3-4: Advanced Integrated STEM Projects and Futuristic Applications
  • STEM projects with futuristic applications.
  • Note: Significance of STEM & Potential Applications
  • Lab Robo-Gardener
  • Datasheet
  • Assessment Robo-Gardener Project
  • NASA Application - Code a Mars Sample Collection Video Game
  • Month 9-10: Culminating STEM Project, Future Technologies, & Ethical Analysis
  • Week 1-2: Culminating STEM Project
  • STEM projects
  • Note:Impact of STEM disciplines on society and potential future applications.pdf
  • Lab Robo Photographer
  • Datasheet
  • Assessment Robo Photographer
  • NASA Application - STEMonstrations_ Photosynthesis
  • Week 3-4: Future Technologies, Career Exploration, and Ethical Considerations
  • Discover The Future (Part 1)
  • Discover The Future (Part 2)
  • Discover The Future (Part 3)
  • Note: Exploring STEM Careers & Ethical Considerations in Advanced Techn[...].pdf
  • Lab: Future Scape
  • Assessment: Future Scape Presentation
  • NASA Application - STEMonstrations_ Earth Observations
Completion rules
  • All units must be completed