Sebastian Raschka, 2015
Python Machine Learning - Code Examples
- Artificial neurons - a brief glimpse into the early history
- of machine learning
- Implementing a perceptron learning algorithm in Python
- Training a perceptron model on the Iris dataset
- Adaptive linear neurons and the convergence of learning
- Minimizing cost functions with gradient descent
- Implementing an Adaptive Linear Neuron in Python
- Large scale machine learning and stochastic gradient descent
- Summary