Python Web Scraping: Data Collection with Scrapy and Playwright โ€” LearnFlat

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.

โฑ 1h 12m ๐Ÿ“š 5 lessons ๐ŸŽง Audio version

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

  • ๐Ÿ“œ Certificate of completion
    Add it to your LinkedIn profile
  • ๐Ÿ’ฌ Personal AI tutor
    Stuck on a lesson? Ask your built-in tutor anything, any time.
  • ๐ŸŽง Audio version included
    Learn on the go โ€” no screen needed
  • โ™พ๏ธ Lifetime access
    Come back anytime, no expiry
  • ๐Ÿ“ฑ Phone or computer
    Works anywhere, any device
  • ๐Ÿ’ธ 14-day refund
    No questions asked
  • โšก Short & focused
    1h 12m of practical content

Reviews (1)

Miguel De Leon PH Verified learner
โ˜… 5 ยท 2025-08-16T15:06:55+00:00

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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Frequently asked

What do I need to take this course? +

Just a phone or computer with internet. No installs, no special hardware.

How do I pay? +

By card via Stripe. We donโ€™t store card details โ€” Stripe handles them securely.

Can I get a refund? +

Yes โ€” full refund within 14 days, no questions asked.

How long will I have access? +

Forever. Once you purchase, the course is yours to revisit anytime.

Will I get a certificate? +

Yes. On completion you'll receive a certificate you can add to your LinkedIn profile.

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