Data Scraping and Data Mining from Beginner to Pro with Python

person icon Packt Publishing

Data Scraping and Data Mining from Beginner to Pro with Python

Learn web scraping and data mining from scratch using Python

updated on icon Updated on Oct, 2023

language icon Language - English

person icon Packt Publishing

architecture icon Python,Data Mining,Development

Lectures -150

Duration -13.5 hours


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Course Description

Data scraping is the technique of extracting data from the Internet. The course Data Scraping and Data Mining from Beginner to Professional is crafted to cover topics that result in the development of the most in-demand skills in the workplace. These topics will help you understand the concepts and methodologies with regard to Python. The course is easy to understand, imaginative and descriptive, comprehensive, practical with live coding, full of quizzes with solutions, rich with state-of-the-art and updated knowledge of this field.

This course is designed for beginners. We’ll spend sufficient time on the fundamentals. Then, we will gradually go far deep with a lot of practical implementations where every step will be explained in detail.

As this course is essentially a compilation of all the basics, you will move ahead at a steady rate. You will experience more than what you have learned. Most of these activities are designed to get you up and running with implementations.

The four hands-on projects included are the most important part of this course. These projects allow you to experiment for yourself with trial and error. You will learn from your mistakes. Importantly, you will understand the potential gaps that may exist between theory and practice.

Code bundles are available here:



This course is for people who are beginners and absolutely new to data scraping and for individuals who want to make smart solutions and learn data scraping with real data using Python.


What will you learn in this course:

  • Understand the difference between synchronous and asynchronous requests.
  • Apply BS4 for parsing the response data from the server.
  • Explore the different tools that are used for data scraping; namely, Requests, BS4, Scrappy, Selenium.
  • Understand BS4 parser functions for getting the data out of the HTML
  • Learn to use Scrappy to write the spiders for crawling websites and extracting data
  • Learn to use Selenium to understand the automation and control of web flows


What are the prerequisites for this course?

  • It is also useful for data scientists, machine learning experts, drop shippers who are interested in learning data scraping along with its implementation in realistic projects.
Data Scraping and Data Mining from Beginner to Pro with Python


Check out the detailed breakdown of what’s inside the course

5 Lectures
  • play icon Why Data Scraping 02:35 02:35
  • play icon Applications of Data Scraping 07:09 07:09
  • play icon Introduction of Instructor 00:40 00:40
  • play icon Introduction to Course, Scraping, Tools 01:28 01:28
  • play icon Projects Overview 03:42 03:42
15 Lectures
Beautiful Soap 4 (BS4)
21 Lectures
CSS Selectors
38 Lectures
40 Lectures
Scrapy Project
12 Lectures
13 Lectures
Project Selenium
6 Lectures

Instructor Details

Packt Publishing

Packt Publishing

Founded in 2004 in Birmingham, UK, Packt's mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals.

Working towards that vision, we have published over 6,500 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done - whether that's specific learning on an emerging technology or optimizing key skills in more established tools.

As part of our mission, we have also awarded over $1,000,000 through our Open Source Project Royalty scheme, helping numerous projects become household names along the way.

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