Supervised ML
Chapter 1 - Linear Models

Labs - Logistic Regression

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Lab 1: Coding the Perceptron Algorithm from Scratch

In this lab, you’ll code the perceptron algorithm from scratch. Then you’ll compare your results to an algorithm trained using scikit-learn.

Lab 2: Coding the Logistic Regression algorithm from Scratch

In this lab, you’ll code the logistic regression algorithm from scratch. Then you’ll compare your results to an algorithm trained using scikit-learn.

Lab 3: Sentiment Analysis on Movie Reviews using Logistic Regression

In this lab, you’ll code the logistic regression algorithm from scratch. Then you’ll compare your results to an algorithm trained using scikit-learn.