ch02

Sebastian Raschka, 2015

Python Machine Learning - Code Examples

Chapter 2 - Training Machine Learning Algorithms for Classification

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