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Created June 15, 2025 09:36
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Machine Learning
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machine-learning.md

Machine Learning

Supervised Learning

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Regression

Hồi quy tuyến tính

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misostack commented Jun 15, 2025

Unsupervised Learning

Supervised Learning: learn from data labeled with the "right answers"
Unsupervised learning: learn something interesting in unlabeled data.

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Example - Google News

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Example - Clustering DNA microarray

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Automate find structures/patterns of data.

Example - Clustering Grouping Customers

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misostack commented Jun 15, 2025

Unsupervised Learning Algorithm

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Clustering

Group similar data points together

Anomaly Detection

Find unsual data points

Dimensionality Direction

Compress data using fewer numbers

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misostack commented Jun 15, 2025

Linear Regression Model

  1. House Price

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  1. Project Estimation Price

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misostack commented Jun 15, 2025

Cost function

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misostack commented Jun 15, 2025

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misostack commented Jun 15, 2025

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misostack commented Jun 15, 2025

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misostack commented Jun 15, 2025

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