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Data Science Academy · Lesson

Logistic Regression for Yes/No

Probabilities and decision thresholds.

Classes, Not Numbers

Classification predicts a category, not a number. Will this email be spam or not? That yes-or-no answer is what we are after. ✉️

The Yes/No Workhorse

Logistic regression is the classic starting point for two-class problems. It is simple, fast, and surprisingly hard to beat.

All lessons in this course

  1. Logistic Regression for Yes/No
  2. k-Nearest Neighbors
  3. Decision Trees and Random Forests
  4. Gradient Boosting Essentials
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