1. Data

Generate am artificial dataset with a cloud of points and compute the distance between them. Use the following steps: 1. Generate Data: Create a set of random points in a 2D space. 2. Cloud of Points: Visualize the points as a cloud. 3. Distance Calculation: Compute the pairwise distances between the points. 4. Visualization: Plot the points and annotate the distances.

Regression is a type of predictive modeling technique that estimates the relationships among variables. In this exercise, you will implement a regression model to predict a continuous target variable based on one or more input features.

2-d

como seria em 3-dimensions? Use the following steps: 1. Generate Data: Create a set of random points in a 3D space. 2. Cloud of Points: Visualize the points as a cloud in 3D. 3. Distance Calculation: Compute the pairwise distances between the points in 3D. 4. Visualization: Plot the points in 3D and annotate the distances.

n-D?