Every ML enthusiast should know these seven steps of the machine learning process
As a beginner in this field, you might feel overwhelmed when you want to solve a real world problem using machine learning, and you don’t know how to start and from what to start with solving the problem you are dealing with, so I put this article in your hand to help you as a beginner in organizing your ML solution.
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A. What is Machine Learning?
Machine learning is the branch of science that deals with algorithms and systems performing specific tasks using patterns and inference, rather than explicitly programmed instructions.
Most machine learning tasks generalize to one of the following two learning types:
Supervised learning: Using labeled data to train a model.
Unsupervised Learning: Using unlabeled data to allow a model to learn relationships between data observations and pick up on underlying patterns.
