Deep Learning
DEEP LEARNING
1) DEEP LEARNING
- What is Deep Learning
- Machine Learning VS Deep Learning
- Biological Neural Network
- Deep Learning Application
- Artificial Neural Network (ANN)
- Convolutional Neural Network (CNN)
- Recurrent Neural Network(RNN)
2) TENSOR FLOW
- What is TensorFlow
- What are Tensors
- Tensor Graph
- TensorFlow Perceptron
- Single Layer Perceptron
- Hidden Layer Perceptron
- Multi-Layer Perceptron
3) ACTIVATION FUNCTION
- What is Activation Function
- Types of Activation Function
- Relu
- Leaky Relu
4) ACTIVATION FUNCTION
- What is Activation Function
- Types of Activation Function
- Relu
- Leaky Relu
5) ACTIVATION FUNCTION
- Tan
- Sigmoid
- Softmax
- What is Optimizer
- What is Loss Function
6) KERAS
- What is Keras
- Keras Model
- Sequential Model
- Functional Model
- Keras Layers
- Input Layer
- Output Layer
- Dense Layer
- Flatten Layer
- Convolutional Layer
- Pooling Layer
- Recurrent Layer
- Embedding Layer