Simple Decision Tree in Python
We have a series of posts that introduces the reader to decision trees. It begins with the post […]
Machine Learning
Plot Decision Tree Interpretation
You are modelling a decision tree in Python with the plot_tree function of sklearn.tree. How do you interpret […]
Decision Tree Modelling Introduction
Tree-based machine learning is a type of supervised machine learning that performs classification and regression tasks. It uses […]
Problems in Machine Learning
What are the most common types of problems or challenges that we can use machine learning to help […]
Feature Engineering
Data professionals give careful consideration to all of the variables (columns, features) in their dataset. Machine learning professionals […]
Naive Bayes Introduction
Naive Bayes is a supervised classification algorithm based on Bayes’ theorem with an assumption of independence among predictors. […]
Types of Machine Learning
There are several types of machine learning. When considering which type of machine learning model to use, it’s […]
Machine Learning Use Cases
Machine learning is part many of cool features in the high-tech products we have today. But what can […]
Machine Learning Workflow
Machine learning workflows define which phases are implemented during a machine learning project. The typical phases may include […]
Machine Learning Introduction
What is machine learning (ML)? Machine learning is the use and development of algorithms and statistical models to […]