Types of machine learning predictive models

The following are some of the different types of machine learning predictive models:

• Neural networks
• Support Vector Machines
• Random forest
• Naive Bayesian algorithms
• Gradient boosting algorithms
• K-nearest neighbors
• Self-learning response model 

We won't be covering all of them, but we'll focus on a very interesting model – the neural network. In the following sections, we will get an in-depth view of what neural networks are.