Deep Learning (for Audio) with Python
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Deep Learning (for Audio) with Python: Course Overview[edit]
AI, machine learning and deep learning[edit]
Implementing an artificial neuron from scratch[edit]
Vector and matrix operations[edit]
Computation in neural networks[edit]
Implementing a neural network from scratch in Python[edit]
Training a neural network: Backward propagation and gradient descent[edit]
TRAINING A NEURAL NETWORK: Implementing backpropagation and gradient descent from scratch[edit]
How to implement a (simple) neural network with TensorFlow 2[edit]
Understanding audio data for deep learning[edit]
Preprocessing audio data for Deep Learning[edit]
Music genre classification: Preparing the dataset[edit]
Implementing a neural network for music genre classification[edit]
SOLVING OVERFITTING in neural networks[edit]
Convolutional Neural Networks Explained Easily[edit]
How to Implement a CNN for Music Genre Classification[edit]
Recurrent Neural Networks Explained Easily[edit]
Long Short Term Memory (LSTM) Networks Explained Easily[edit]