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