IB DP Computer Science - Topic 4: Machine Learning - A4.1: Machine Learning Fundamentals
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A4.1.1 Describe the types of machine learning and their applications in the real world
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A4.3.3 Explain the role of hyperparameter tuning when evaluating supervised learning algorithms
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A4.2.3 Describe the importance of dimensionality reduction
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A4.2.3 Describe the importance of dimensionality reduction
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A4.1.2 Describe the hardware requirements for various scenarios where machine learning is deployed
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A4.3.10 Explain the importance of model selection and comparison in machine learning
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B1.1.2 Describe the fundamental concepts of computational thinking
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A4.2.1 Describe the significance of data cleaning
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A4.2.2 Describe the role of feature selection
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A1 1 9 Describe the different types of services in cloud computing
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