Andrew Ng launches a free course on AI agents 😮

The course covers four key patterns:

Reflection — the agent independently improves its responses

Tool use — using tools

Planning — action planning

Multi-agent collaboration — multiple agents working together on one task

Everything is implemented in pure Python. Andrew emphasizes that creating AI agents is one of the most in-demand skills in the market.

Available here: https://www.deeplearning.ai/courses/agentic-ai/

👉  @codeprogrammer

💠 The Best Tool for Extracting Data from PDF Files!

👩🏻‍💻 Usually, PDF files like financial reports, scientific articles, or data analyses are full of tables, formulas, and complex texts.

⬅️ Most tools only extract texts and destroy the data structure, causing important information to be lost.

✅ But the tool Docling uses artificial intelligence to preserve all those structures (text, tables, formulas) exactly as they are in the file. Then it converts that data into a structured format. Meaning AI models can work on them.

⭕ The interesting point is that with just three lines of Python code, you can convert any PDF into searchable data!

┌ 🥵 Docling
├ 🔎 Article
├ 📄 Documentation
└ 🐱 GitHub-Repos

🌐 #Data_Science #DataScience
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⚙️ 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.
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🔢 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.me/CodeProgrammer