⚙️ This tool is turning the world of Web Scraping upside down!

👨🏻‍💻 A new tool called Crawl4AI has been introduced that makes Web Scraping and data extraction from websites much easier, faster, and smarter! Especially designed for use in AI models like ChatGPT and similar tools.

1⃣ Its special features:

🔹 Completely free and open-source. That means you can use it however you want without any cost.

🔹 Works much faster than paid tools.

🔹 Its outputs are AI-friendly, such as JSON, HTML, or Markdown.

🔹 Can extract data from multiple websites simultaneously.

🔹 Collects images, videos, and audio from pages as well.

🔹 Extracts all internal and external links for you.
                   ➖ ➖ ➖

🔢 More advanced features:

🔹 Takes screenshots of pages and collects metadata (like title, description, tags).

🔹 You can write custom code or special settings like auth and headers.

🔹 You can even change its browser User-Agent to behave like a human.

🔹 Before starting extraction, it can run your custom JavaScript code.

┌ ♦️ Crawl4AI
└ 🐱 GitHub Repos

🌐 #DataScience #DataScience

https://t.iss.one/CodeProgrammer

Question:
What is type hinting in Python, and how does it enhance code quality?

Answer: 👉 @DataScienceQ

☄️ Top 12 YouTube Channels to Learn Python

💐 Python will include 57% of data scientist job ads in 2024 . It is still the number one programming language for data scientists.

✅ Now, if you are looking for the best resources to improve your Python skills, after searching and reviewing various resources, I have prepared a list of 12 top channels that provide first-class Python training, which can turn beginners into professional Python programmers. convert


🎬 Python Programmer channel
┤ 📈 211 videos / 465K SUB
┘ 🔴 Link: Python Programmer


🎬 Luke Barousse channel
┤ 📈 157 videos / 429K SUB
┘ 🔴 Link: Luke Barousse


🎬 codebasics channel
┤ 📈 837 videos / 990K SUB
┘ 🔴 link: codebasics


🎬 StatQuest channel with Josh Starmer
┤ 📈 271 videos / 1.14M SUB
┘ 🔴 Link: StatQuest with Josh Starmer


🎬 Sundas Khalid channel
┤ 📈 143 videos / 203K SUB
┘ 🔴 Link: Sundas Khalid


🎬 Shashank Kalanithi channel
┤ 📈 152 videos / 148K SUB
┘ 🔴 Link: Shashank Kalanithi


🎬 Programming with Mosh channel
┤ 📈 203 videos / 3.85M SUB
┘ 🔴 Link: Programming with Mosh


🎬 Corey Schafer channel
┤ 📈 233 videos / 129K SUB
┘ 🔴 Link: Corey Schafer


🎬 sentdex channel
┤ 📈 1254 videos / 1.3M SUB
┘ 🔴 link: sentdex


🎬 Patrick Loeber channel
┤ 📈 206 videos / 264K SUB
┘ 🔴 Link: Patrick Loeber


🎬 Socratica channel
┤ 📈 659 videos / 876K SUB
┘ 🔴 Link: Socratica


🎬 Tech With Tim channel
┤ 📈 983 videos / 1.48M SUB
┘ 🔴 Link: Tech With Tim

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