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CodeSignal

Cracking Classification

via CodeSignal

Overview

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This course focuses on key classification techniques and evaluation metrics, including logistic regression, decision tree, and k-nearest neighbors (KNN) classifiers. You will understand how to compare and evaluate classifier performance using various metrics.

Syllabus

  • Lesson 1: Logistic Regression Basics
  • Lesson 2: Decision Tree Classifier Basics
  • Lesson 3: K-Nearest Neighbors (KNN) Basics
  • Lesson 4: Naive Bayes Basics
  • Lesson 5: Support Vector Machine (SVM) Basics

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