Python Web Scraping: Data Collection with Scrapy and Playwright — PickAClass
5.0 (1) ⏱ 2h 54m 📚 29 lessons 🎧 Audio version

Python Web Scraping: Data Collection with Scrapy and Playwright

Learn to extract structured data from modern websites using Python, Scrapy, and Playwright to build practical data collection workflows for analysis.

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About this course

Data drives the modern world, but the information you need is often scattered across the web. Knowing how to efficiently gather and structure this data is a highly sought-after skill for data analysts and Python developers. This course guides you through the fundamentals of web scraping, teaching you how to turn unstructured web pages into clean, usable datasets. You will start with basic terminology and HTML structures before advancing to practical data collection techniques using industry-standard tools. What you'll learn: - Understand the foundational concepts of web scraping, HTTP requests, and HTML parsing. - Configure modern Python virtual environments to manage your scraping dependencies safely. - Build scalable data-extraction spiders using the Scrapy framework. - Navigate and scrape dynamic, JavaScript-heavy websites using Playwright. - Apply Python type hints and dataclasses to structure and clean your scraped data. - Practice your skills by building realistic data collection workflows from scratch. The curriculum flows from essential web protocols and basic selectors to handling complex, modern web applications. You will read through clear explanations and write practical code snippets to solidify your understanding of modern scraping patterns. Designed for beginners, this text-based course requires no prior scraping experience, making it perfect for aspiring data professionals and developers looking to expand their Python toolkits. Start reading today to unlock the power of automated data collection.

What you'll get

  • 📜 Certificate of completion
    Add it to your LinkedIn profile
  • 💬 Personal AI tutor
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  • 🎧 Audio version included
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  • ♾️ Lifetime access
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  • 📱 Phone or computer
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  • 💸 14-day refund
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  • Short & focused
    2h 54m of practical content

Certificate of completion

Every course you complete on PickAClass issues a credential like this — original, with its own code, verifiable by URL, and detailed about what was actually demonstrated.

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PickAClass
Skills profile · verifiable
Document
Certificate of Mastery
This certifies that
Name Surname
has successfully demonstrated mastery of
Python Web Scraping: Data Collection with Scrapy and Playwright
Skills demonstrated
Behavioral pattern analysis
Foundational
1.2 hrs
Decision-architecture frameworks
Proficient
1.4 hrs
A/B test design
Proficient
1.7 hrs
Behavioral copywriting
Advanced
1.9 hrs
P
PickAClass — Name Surname
Python Web Scraping: Data Collection with Scrapy and Playwright
Page 2 of 2
Performance detail
Coursework summary
Lessons completed 14 / 14
Practice questions 26 / 28
Assignments submitted 4 (avg 4.5 / 5)
Capstone project Reviewed — 4.6 / 5
Total practice 6.2 hrs
Performance benchmark
Cohort rank Top 12% of 1,625
Time to completion 11 days (median: 22)
Mastery score 91 / 100
Practice-question score 94%
Skill verification Verified Skill Path
Verify this credential
pickaclass.com/certificates/PCC-2026-X4F7-AP19
Issued under the academic standards of PickAClass. Skill levels reflect assessed performance against the course's competency rubric. This is an original credential of this platform.

Reviews (1)

Miguel De Leon PH Verified learner
★ 5 · June 18, 2026

Matagal na akong nahihirapan mag-scrape ng mga modernong site na puno ng JavaScript, pero dito na-solve lahat. Ang galing ng pagkakapaliwanag kung kailan gagamitin ang Scrapy at kailan kailangan ng Playwright para sa dynamic na pages. Natutunan ko rin kung paano ayusin ang data into structured na format na pwede nang i-analyze. Yung paghawak ng pagination at paghihintay sa elements ay napakapraktikal. Mas confident na akong gumawa ng sariling data collection workflow ngayon, salamat talaga.

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