Important Terms in Deep Learning (TBU)

15 Feb 2019

Terminology List

• Weights
• Hidden Layer
• Gradient
  • Exploding Gradient Problem
  • Vanishing Gradient Problem
• Activation Function
  • ReLU (Rectified Linear Units)
  • Sigmoid Function
• Cost Function
• Backpropagation
• Learning Rate
• Batch, Epoch, Iteration
• Dropout
• Pooling, Padding

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Weights

Hidden Layer

Gradient

Exploding Gradient Problem

Vanishing Gradient Problem

Activation Functions

ReLU

Sigmoid Function

Cost Function

Backpropagation

Learning Rate

Batch, Epoch, Iteration

Dropout

Pooling, Padding

References

• https://www.analyticsvidhya.com/blog/2017/05/25-must-know-terms-concepts-for-beginners-in-deep-learning/