Machine Learning Foundations Lesson Bundle | Grade 12 Computer Science | General
$24.00$30.00Save $6.00
Prism Point Learning
·2 followers·13 sales
SubjectComputer ScienceGradeGrade 12Pages183 Pages
What’s included
6 worksheets · 183 pages · Save $6.00 (20%) · prices shown inside the bundle
Regression and Prediction from Data to Numbers Worksheet | Grade 12 CS- Explain how regression models predict numerical outcomes and compare them to classification models
- Identify factors that affect prediction accuracy, such as model fit and variable relationships
- Choose the correct modeling approach for a given prediction problem and justify the choice
$4.00$5.00
Generative AI and Large Language Models Worksheet | Grade 12 Computer Science- Explain how large language models generate responses using patterns learned from large data sets.
- Evaluate when generative AI is reliable and when human review is still necessary.
- Identify common risks such as hallucinations, bias, and unsafe or incorrect outputs.
$4.00$5.00
Machine Learning Foundations Data Features and Labels Worksheet | Grade 12- Explain how training data, features, and labels affect a machine learning model’s predictions.
- Identify common reasons data quality issues can reduce model performance.
- Distinguish between features and labels and describe how training helps a model learn patterns.
$4.00$5.00
Neural Networks and Deep Learning Worksheet | Grade 12 Computer Science- Explain how neural networks use layers of connected units to transform inputs into outputs.
- Describe the role of weights in learning and how deep learning increases modeling capacity with more layers.
- Interpret common neural network ideas such as inputs, layers, activation, and training objectives.
$4.00$5.00
AI Ethics and Model Evaluation Worksheet | Grade 12 Computer Science- Explain key AI ethics concepts: fairness, transparency, privacy, and accountability.
- Apply model evaluation ideas to decide whether an AI system is trustworthy across different groups and situations.
- Identify common sources of bias and unintended harmful outputs, and propose responsible evaluation steps.
$4.00$5.00
Features and Labels Worksheet | Grade 12 Computer Science Machine Learning- Explain how labels communicate meaning in user interfaces and data representations.
- Identify common features of labeled interfaces, including readability, consistency, and clarity.
- Evaluate statements about labels and their role in usability and data understanding.
$4.00$5.00
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Who is Machine Learning Foundations Lesson Bundle | Grade 12 Computer Science | General designed for?
Machine Learning Foundations Lesson Bundle | Grade 12 Computer Science | General is designed for Grade 12 students and Computer Science learners and can be used in classrooms, homeschool, or independent practice.
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