Algorithm Machine Learning is a word made up of three words, Algorithm, Machine, and Learning. The algorithm is a set of rules to solve a problem. A machine is a tool that makes your life easy, and Learning is studying new things.
The Algorithm of Machine Learning goes through 4 phases:
Planning:- What is Problem we have to Solve? What Dataset do we have?
Design:- What solution do we want? Filter the Dataset. Solution Application.
Development:- Appy algorithm on Dataset. If there is a huge difference between the predicted value and actual value rerun the algorithm by changing the parameters. Minimize the Loss Function.
Apply:- Apply the model to predict the outcome of real-life problems.
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