Interactive Visual Learning in Machine Learning: A Cognitive Learning Theories-Driven Approach

We present a complete standalone, web-based, interactive learning environment for machine learning (ML) concepts, including gradient descent and ROC curves. To design this environment, we made explicit design choices that promote self-directed learning and are aligned with online learning theories a...

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