Machine Learning: post #252 โ€” TG.ME

๐Ÿ“Œ ๐—ง๐—ผ๐—ฝ ๐Ÿฑ ๐— ๐—Ÿ ๐—”๐—น๐—ด๐—ผ๐—ฟ๐—ถ๐˜๐—ต๐—บ๐˜€ ๐—˜๐˜ƒ๐—ฒ๐—ฟ๐˜† ๐——๐—ฎ๐˜๐—ฎ ๐—ฆ๐—ฐ๐—ถ๐—ฒ๐—ป๐˜๐—ถ๐˜€๐˜ ๐—ฆ๐—ต๐—ผ๐˜‚๐—น๐—ฑ ๐—ž๐—ป๐—ผ๐˜„

๐Ÿ”น Linear Regression โ€” Predicts continuous values like sales or prices.

๐Ÿ”น Logistic Regression โ€” Used for classification tasks like churn prediction.

๐Ÿ”น Decision Tree โ€” Rule-based model for decision making and predictions.

๐Ÿ”น Random Forest โ€” Ensemble model that improves accuracy and stability.

๐Ÿ”น K-Means Clustering โ€” Groups similar data for segmentation and pattern discovery.

๐Ÿ’ก The real skill in ML is not memorizing algorithms, but knowing when to use them.
May 18, 2026 746 4