Machine Learning Glossary — ML Glossary documentation

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Basics

• Linear Regression
• Gradient Descent
• Logistic Regression
• Glossary

Math

• Calculus
• Linear Algebra
• Probability (TODO)
• Statistics (TODO)
• Notation

Neural Networks

• Concepts
• Forwardpropagation
• Backpropagation
• Activation Functions
• Layers
• Loss Functions
• Optimizers
• Regularization
• Architectures

Algorithms (TODO)

• Classification
• Clustering
• Regression
• Reinforcement Learning

Resources

• Datasets
• Libraries
• Papers
• Other

Contributing

• How to contribute