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Learn AI with Python · Lesson

Implementing Linear Regression in Python

Hands-on coding practice.

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Implementing Linear Regression in Python

Now that you understand the concept of linear regression, let's implement it using Python. We'll use the popular scikit-learn library for this purpose.

Implementing Linear Regression in Python — illustration 1

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Step 1: Preparing the Data

First, we need to prepare a dataset. For this example, we'll use a simple dataset with one independent variable (x) and one dependent variable (y).

Here is the data:

  • x: 1, 2, 3, 4, 5
  • y: 2, 4, 6, 8, 10

All lessons in this course

  1. The Concept of Linear Regression
  2. Implementing Linear Regression in Python
  3. The Concept of Logistic Regression
  4. Logistic Regression Implementation
  5. Evaluating Model Performance
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