High School Computer Science And Engineering Resources
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9th Grade - 12th Grade
Fundamental Data Science Skills - Understanding Categorical and Quantitative Data - Data Analysis Techniques
Quiz
Fundamental Data Science Skills - Understanding Categorical and Quantitative Data - Data Analysis Techniques
9th Grade - 12th Grade
Technology
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11th Grade
Bias Identification and Data Analysis - Data Visualization - Data Science
Quiz
Bias Identification and Data Analysis - Data Visualization - Data Science
11th Grade
Technology
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9th Grade - 12th Grade
Engineering Process Skills - Engineering Design Process - Problem Solving in Engineering
Presentation
Engineering Process Skills - Engineering Design Process - Problem Solving in Engineering
9th Grade - 12th Grade
Technology
Explore the Engineering Design Process with an emphasis on effective problem-solving techniques. Cultivate analytical thinking by mastering skills to identify, develop, and validate engineering solutions.
12th Grade
Data Analysis and Sampling Techniques - Understanding Variables and Bias
Quiz
Data Analysis and Sampling Techniques - Understanding Variables and Bias
12th Grade
Technology
Gain expertise in analyzing different types of data, understanding various sampling methods, and recognizing potential biases in data collection. Develop the ability to classify data accurately, identify appropriate sampling techniques, and determine biases effectively through engaging practical scenarios and comprehensive assessments.
9th Grade - 12th Grade
Probabilistic Classifiers - Naive Bayes Algorithm - Data Science Applications
Quiz
Probabilistic Classifiers - Naive Bayes Algorithm - Data Science Applications
9th Grade - 12th Grade
Technology
Master the principles of the Naive Bayes algorithm in Python, with a focus on probabilistic classification methods. Gain the ability to apply Bayes theorem for effective text classification while developing a deep understanding of the feature independence assumptions intrinsic to the algorithm. Achieve proficiency in implementing these concepts through hands-on coding exercises and improve analytical skills in machine learning and data science. Equip yourself with the knowledge necessary to tackle complex classification challenges using the Naive Bayes approach.
9th Grade
Engineering Design Process - Steps and Application - Exploring Engineering Fundamentals
Quiz
Engineering Design Process - Steps and Application - Exploring Engineering Fundamentals
9th Grade
Technology
Understand and apply the steps of the engineering design process, from defining problems to communicating solutions. Learners will gain insights into each stage and develop skills essential for effective problem-solving and innovation in engineering contexts.
12th Grade
Data Science Fundamentals - Introduction to Data Processing
Quiz
Data Science Fundamentals - Introduction to Data Processing
12th Grade
Technology
Learn the fundamentals of Data Science, with a focus on data collection, cleaning, storage, analysis, and visualization. Develop the ability to interpret data and make informed decisions through acquiring relevant skills.
12th Grade
Data Science Applications - Hospital Operations - Enterprise Efficiency
Quiz
Data Science Applications - Hospital Operations - Enterprise Efficiency
12th Grade
Technology
Analyze how data science improves patient care, optimizes resource management, and supports decision-making in hospitals. Develop skills to evaluate data for enhancing operational efficiency and creating informed healthcare solutions.
12th Grade
Engineering Skills - Constraints and Innovations - Engineering Design Process
Presentation
Engineering Skills - Constraints and Innovations - Engineering Design Process
12th Grade
Technology
Investigate the role of constraints in driving creativity and innovation by examining cases such as the development and mission of the Curiosity rover. Understand how limitations can lead to creative solutions in addressing complex real-world challenges. Develop skills in problem-solving and innovative thinking by exploring ways constraints can be transformed into opportunities for breakthrough advancements.
9th Grade
Data Interpretation - Visualisation & Analysis - Data Science Principles
Quiz
Data Interpretation - Visualisation & Analysis - Data Science Principles
9th Grade
Technology
Develop expertise in data interpretation and visualization techniques to enhance the ability to identify trends and extract insights from datasets. Strengthen skills in understanding and analyzing data relationships.
9th Grade
Engineering Design Process - Aircraft Systems & Certification - Aerospace Engineering
Quiz
Engineering Design Process - Aircraft Systems & Certification - Aerospace Engineering
9th Grade
Technology
Explore the engineering design process and the core elements of aircraft systems and certification. Enhance understanding of mechanical certifications and key aircraft system components.
9th Grade - 12th Grade
Understanding Overflow Errors - Computational Concepts - AP Computer Science
Presentation
Understanding Overflow Errors - Computational Concepts - AP Computer Science
9th Grade - 12th Grade
Technology
Explore the computational concepts of overflow errors and binary representation to understand the limitations of numerical systems and their potential impact on data. Learners will develop skills in recognizing the constraints of digital number representation and analyzing its implications on data accuracy and performance.
11th Grade
Engineering Design Process Mastery - Key Concepts and Principles
Quiz
Engineering Design Process Mastery - Key Concepts and Principles
11th Grade
Technology
Focus on the engineering design process with a detailed examination of iteration, constraints, and criteria to gain a solid understanding of core engineering concepts and their practical applications. Develop critical skills in analyzing how designs are improved through iterative processes and how constraints and criteria guide the engineering solutions. Enhance problem-solving abilities and design thinking essential for real-world engineering challenges.
11th Grade
Data Science Fundamentals - Analytical Techniques - Data Collection and Analysis
Quiz
Data Science Fundamentals - Analytical Techniques - Data Collection and Analysis
11th Grade
Technology
Explore foundational concepts in data science with a focus on data collection, analysis, and visualization. Gain skills in data analytics essential for informed decision-making.
12th Grade
Data Analysis - Investigative Cycle - Correlation and Data Trends
Quiz
Data Analysis - Investigative Cycle - Correlation and Data Trends
12th Grade
Technology
Gain skills in data analysis by exploring positive correlation, identifying outliers, and understanding investigative cycles. Develop an in-depth comprehension of the components of investigation to enhance data interpretation and analytical capabilities.
9th Grade - 12th Grade
Engineering Concept Exploration - Engineering Design Process - NOCTI Principles
Presentation
Engineering Concept Exploration - Engineering Design Process - NOCTI Principles
9th Grade - 12th Grade
Technology
Focuses on the steps of the NOCTI Engineering Design Process, highlighting key stages from identifying needs to communicating solutions. Develop skills in designing, implementing, and evaluating engineering solutions.
9th Grade - 12th Grade
Logical Procedures - Computing Principles - Programming Fundamentals
Presentation
Logical Procedures - Computing Principles - Programming Fundamentals
9th Grade - 12th Grade
Technology
Focus on understanding and applying logical procedures in AP Computer Science Principles through activities involving debugging and interpreting code. Develop the ability to predict the outcomes produced by specific code segments. Enhance skills in recognizing errors and accurately analyzing functionalities within programming constructs.
10th Grade - 12th Grade
Data Analysis - Population Statistics - Sarawak
Presentation
Data Analysis - Population Statistics - Sarawak
10th Grade - 12th Grade
Technology
Analyze Sarawak's demographic data by focusing on population statistics from 2017. Develop analytical skills to evaluate official data, allowing a clear understanding of district populations and divisions.
9th Grade - 12th Grade
Iterative and Linear Approaches - Principles of Design - Engineering Design
Quiz
Iterative and Linear Approaches - Principles of Design - Engineering Design
9th Grade - 12th Grade
Technology
Investigate iterative and linear design approaches by understanding their core principles and applications in engineering. Master the ability to distinguish and implement design models that focus on client-centered and sustainable solutions.
9th Grade
Problem-Solving Techniques - Engineering Design Process - Deep-Sea Exploration
Quiz
Problem-Solving Techniques - Engineering Design Process - Deep-Sea Exploration
9th Grade
Technology
Investigate the engineering design process involved in safely transporting fish from the deep sea to the surface. Develop practical problem-solving skills to tackle real-world ocean conservation challenges.
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