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Machine Learning: Logistic Regression

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Overview

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Continue your Machine Learning learning journey with Machine Learning: Logistic Regression. Learn how to implement and evaluate Logistic Regression models, and interpret the probabilities it returns. Use these skills to predict the class of new data points.

Syllabus

  • Logistic Regression: Find the probability of data samples belonging to a specific class with one of the most popular classification algorithms.
    • Lesson: Logistic Regression
    • Quiz: Logistic Regression
    • Project: Predict Titanic Survival
  • Logistic Regression II: Learn about the assumptions behind the logistic regression algorithm, prediction thresholds, ROC curves and class imbalance.
    • Lesson: Logistic Regression II
    • Quiz: Logistic Regression II
    • Project: Income Classification using Logistic Regression
    • Informational: Next Steps

Taught by

Alex DiStasi

Reviews

4.2 rating at Codecademy based on 274 ratings

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