Archives for March 2018
How to Structure Your Machine Learning Projects – Part 4- Model Improvement Methods
Overview Machine learning algorithms, while powerful, are not perfect, or at least not perfect “right…
How to Structure Your Machine Learning Projects – Part 3 – Model Testing & Evaluation
Overview How do we know when a model has learned? The theoretical examinations of this…
How to Structure Your Machine Learning Projects – Part 2 – Model Selection & Construction
Overview One of the things you learn quickly while working in machine learning is that…
How to Structure Your Machine Learning Project – Part 1 – Pre-processing
Overview One of the things you realize quickly going from guides, classes, and tutorials into…
How to Structure Your Machine Learning Project
Overview Getting started on a machine learning project is always a challenge. There’s lots of…
