Category Archives: Artificial Intelligence

Deep Learning Notes – Activation Function

Activation function Sigmoid: Vanishing gradient (but still used in RNN. gradient for multi-D and slope for 1-D) ReLU:sub differential (corner point could be derivative) Tanh: (range from negatives)   Train model and learn parameters to minimize loss   Loss function … Continue reading

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AI Serving

1. Serving End to end system (given input and provide output, accept request and give response) AI serving (using AI technique to provide response for request)   2. Traditional Web Application Whole page reload when direct to other pages   … Continue reading

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