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Page Contents
What is Classification?
Data
Problem definition
Neural Networks
Weight Initialization
Activation Functions
Create a Neural Network for Classification
Dataset splitting
Training a Neural Network
Loss function
Algorithms for Training
Gradient Descent
Backpropagation
Optimizers
Training with PyTorch
Evaluation
Accuracy
Confusion Matrix
Precision
Recall
F-1 Score
Classification Report
Conclusion
References
Machine Learning
Machine Learning Crash Course
Neural Network for Classification
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