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12th Grade Data Science Lessons

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10th Grade - 12th Grade

Data Analysis Techniques - Demographic Trends in Sarawak - Population and Urban Development

Data Analysis Techniques - Demographic Trends in Sarawak - Population and Urban Development

Lesson

Data Analysis Techniques - Demographic Trends in Sarawak - Population and Urban Development

10th Grade - 12th Grade

Computers

Explore demographic trends in Sarawak, focusing on population statistics and urban development as of 2017. Gain the ability to interpret population data and identify key districts, enhancing skills in data analysis and knowledge of geographic indicators.

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11th Grade - 12th Grade

Data Security Management - Threats and Protection Techniques - Computer Science

Data Security Management - Threats and Protection Techniques - Computer Science

Lesson

Data Security Management - Threats and Protection Techniques - Computer Science

11th Grade - 12th Grade

Computers

Examine the distinct characteristics of accidental versus malicious data loss and learn how to efficiently categorize them. Gain insights into the dangers associated with storing personal data on computers and explore effective strategies for protecting data security and integrity. Develop the ability to differentiate between various data loss scenarios and implement practical strategies to safeguard information confidently.

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9th Grade - 12th Grade

Network Design Principles - Internet Connectivity - Computer Science Fundamentals

Network Design Principles - Internet Connectivity - Computer Science Fundamentals

Lesson

Network Design Principles - Internet Connectivity - Computer Science Fundamentals

9th Grade - 12th Grade

Computers

Focusing on fundamental concepts in computer networks, including devices, paths, and internet protocols, learners gain a comprehensive understanding of network systems and their functionalities. This knowledge enhances the ability to navigate and utilize computer networks effectively.

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8th Grade - 12th Grade

Data Handling - Data Types & Variables - Python Programming

Data Handling - Data Types & Variables - Python Programming

Lesson

Data Handling - Data Types & Variables - Python Programming

8th Grade - 12th Grade

Computers

Explore fundamental Python programming concepts, emphasizing data types and variables. Gain proficiency in recognizing various data types, utilizing variables efficiently, and constructing basic input/output statements in Python.

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9th Grade - 12th Grade

Data Analysis Techniques - Data Cleaning - Computer Science Principles

Data Analysis Techniques - Data Cleaning - Computer Science Principles

Lesson

Data Analysis Techniques - Data Cleaning - Computer Science Principles

9th Grade - 12th Grade

Computers

Focuses on data analysis techniques with an emphasis on data cleaning and interpretation within computer science. Develop expertise in identifying relevant data, understanding metadata, and recognizing biases related to machine learning.

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9th Grade - 12th Grade

Introduction to Computing - Concepts & Applications - Computer Science & Information Technology

Introduction to Computing - Concepts & Applications - Computer Science & Information Technology

Lesson

Introduction to Computing - Concepts & Applications - Computer Science & Information Technology

9th Grade - 12th Grade

Computers

Explore foundational computing concepts and key disciplines, including Computer Science, Information Systems, and Information Technology. By engaging with these topics, learners assess the impact of technological advancements on everyday life and develop analytical problem-solving skills through computing principles.

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9th Grade - 12th Grade

Key Concepts - Vocabulary - Computer Science

Key Concepts - Vocabulary - Computer Science

Lesson

Key Concepts - Vocabulary - Computer Science

9th Grade - 12th Grade

Computers

Emphasizing technological innovations and industry models, this content enhances vocabulary and understanding in computer science. Learners will gain insights into key terms and frameworks, improving their ability to discuss contemporary computing trends and technological advancements.

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9th Grade - 12th Grade

Problem-Solving Techniques - Procedures and Logic - AP Computer Science Principles

Problem-Solving Techniques - Procedures and Logic - AP Computer Science Principles

Lesson

Problem-Solving Techniques - Procedures and Logic - AP Computer Science Principles

9th Grade - 12th Grade

Computers

Focus on developing problem-solving techniques through procedures and logical reasoning. Enhance the ability to interpret and implement algorithms, leading to improved computational thinking skills.

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9th Grade - 12th Grade

Historical Devices - Inventions & Innovators - Foundations of Computer Science

Historical Devices - Inventions & Innovators - Foundations of Computer Science

Lesson

Historical Devices - Inventions & Innovators - Foundations of Computer Science

9th Grade - 12th Grade

Computers

Investigate the origins of computational devices and examine the influential work of pioneers such as Charles Babbage and Ada Lovelace in laying the groundwork for computer science. Develop an understanding of how these early innovations set the stage for contemporary technology and appreciate the historical context surrounding the evolution of computing. Focus on gaining insight into key developments and their significance in shaping the field.

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