Once you have defined your problem and prepared your data you need to apply machine learning algorithms to the data in order to solve your problem. You can spend a lot of time choosing, running and tuning algorithms. You want to make sure you are using your time effectively to get closer to your goal. […]
Archive | Machine Learning Process
How to Define Your Machine Learning Problem
The first step in any project is defining your problem. You can use the most powerful and shiniest algorithms available, but the results will be meaningless if you are solving the wrong problem. In this post you will learn the process for thinking deeply about your problem before you get started. This is unarguably the […]
Data, Learning and Modeling
There are key concepts in machine learning that lay the foundation for understanding the field. In this post, you will learn the nomenclature (standard terms) that is used when describing data and datasets. You will also learn the concepts and terms used to describe learning and modeling from data that will provide a valuable intuition […]