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Here are examples using the dataprep library for data preparation tasks: 1. Loading and Cleaning Data from dataprep.datasets import load_dataset from...
1. Introduction to Scrapy What is Scrapy? Scrapy is an open-source web scraping framework for Python. It is designed for fast and efficient...
Introduction to Web Scraping with BeautifulSoup Using BeautifulSoup to Parse HTML Here’s how you can fetch and parse a webpage using requests and...
Suppose we have a dataset about students, with features like study hours ( \( x_1 \) ), attendance rate ( \( x_2 \) ), and previous grades ( \( x_3 \)...
Suppose we have a dataset containing information about passengers on the Titanic and whether they survived. The features include class ( \( x_1 \) :...
Ridge and Lasso Regression with House Price Example Suppose we have a dataset showing the relationship between the size of a house ( \( x \) , in...