Part 02 · Machine Learning

Project: Spam Classifier from Scratch

Logistic regressionText featuresPrecision & recallThreshold tuning

Build a spam filter end to end: turn messages into features, train logistic regression by hand, then pick a threshold by the cost of blocking a real message.

⏱ 4-5 hours · Station 14 of 92