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18 Apr, 2025
by malkebu-lan

The Role of the Softmax Activation Function in a NN Model

The softmax function converts logits into probabilities, ensuring they sum to 1 for classification tasks.
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08 Apr, 2025
by malkebu-lan

Training Deep Neural Networks with the Adam Optimizer

Adam optimizer adapts learning rates for each parameter, combining momentum and adaptive learning rates efficiently.
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07 Apr, 2025
by malkebu-lan

Cross Entropy Loss in Machine Learning

Cross entropy loss measures the difference between predicted probabilities and actual labels in classification tasks.
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17 Sep, 2022
by malkebu-lan

What is Data Analytics - Advanced Data Analysis Techniques

Data analytics is the process of analyzing raw data to draw out meaningful insights, identify patterns, and draw conclusions.
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