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Understanding Gradient Descent Optimization and Its Variants in TensorFlow.js
Learn the fundamentals of gradient descent optimization, including stochastic gradient descent and other variants, in the context of TensorFlow.js. Explore how these methods impact model training.
2 minutes
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Evaluating the Performance of a TensorFlow.js Model Using Metrics
Understand how to evaluate the performance of a TensorFlow.js model using metrics like accuracy, precision, recall, and loss. Learn practical examples for different tasks.
2 minutes
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Understanding Activation Functions in TensorFlow
Learn about activation functions in TensorFlow, their role in neural networks, and why they are crucial for enabling non-linear decision-making capabilities.
2 minutes
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