How to Frame a Machine Learning Problem | How to plan a Data Science Project Effectively
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How to Frame a Machine Learning Problem | How to plan a Data Science Project Effectively
Choosing a machine learning method to implement data is not the easiest of processes. It is essential to first understand the precise business problem and its objectives. For instance, understanding what needs to be predicted and understanding potential outcomes is critical. One also needs to know what data should be used to train a model ...
195.1K viewsMar 29, 2021
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Regression or Classification? Machine Learning Basics Most machine learning problems start right here, even if people don’t realize it. Before you ever choose a model, before you ever write a line of code, you have to understand what kind of prediction you’re making. If your answer column is a number, like a house price, revenue, demand, temperature, or time until failure, you’re solving a regression problem. Your model is trying to learn how the inputs relate to a value that lives on a number l
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