Important Algorithms in Machine Learning

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hasanmondol
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Important Algorithms in Machine Learning

Post by hasanmondol »

Reinforcement Learning: This is like teaching a pet with rewards and punishments. The computer armenia telegram data makes decisions, gets feedback (good or bad), and tries to get the best result. It’s used in games and for teaching robots.


Machine Learning uses different methods to learn and make predictions, like:

Decision Trees: This is like a flowchart that makes decisions based on questions.

Support Vector Machines (SVM): It separates data into different groups to make predictions.

Neural Networks: Inspired by the way our brains work, these are great for tasks like recognizing faces or understanding speech.

k-Nearest Neighbors (k-NN): It looks at the closest examples in data to make decisions.

Machine Learning helps make technology smarter. By learning from data, computers can make better choices and predictions that help us in many areas of life, from recommending what to watch next to understanding what we say!
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