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Discover powerful insights with Python, Machine Learning, Coding, and Rβ€”your essential toolkit for data-driven solutions, smart alg

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Python Cheat Sheet (very very important)

πŸ“– Compact Python cheat sheet covering setup, syntax, data types, variables, strings, control flow, functions, classes, errors, and I/O.

Link: https://discord.com/channels/942740928706281524/1423994784720359567/1424711790947864669
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β€œLearn AI” is everywhere. But where do the builders actually start?
Here’s the real path, the courses, papers and repos that matter.


βœ… Videos:

Everything here β‡’ https://lnkd.in/ePfB8_rk

➑️ LLM Introduction β†’ https://lnkd.in/ernZFpvB
➑️ LLMs from Scratch - Stanford CS229 β†’ https://lnkd.in/etUh6_mn
➑️ Agentic AI Overview β†’https://lnkd.in/ecpmzAyq
➑️ Building and Evaluating Agents β†’ https://lnkd.in/e5KFeZGW
➑️ Building Effective Agents β†’ https://lnkd.in/eqxvBg79
➑️ Building Agents with MCP β†’ https://lnkd.in/eZd2ym2K
➑️ Building an Agent from Scratch β†’ https://lnkd.in/eiZahJGn

βœ… Courses:

All Courses here β‡’ https://lnkd.in/eKKs9ves

➑️ HuggingFace's Agent Course β†’ https://lnkd.in/e7dUTYuE
➑️ MCP with Anthropic β†’ https://lnkd.in/eMEnkCPP
➑️ Building Vector DB with Pinecone β†’ https://lnkd.in/eP2tMGVs
➑️ Vector DB from Embeddings to Apps β†’ https://lnkd.in/eP2tMGVs
➑️ Agent Memory β†’ https://lnkd.in/egC8h9_Z
➑️ Building and Evaluating RAG apps β†’ https://lnkd.in/ewy3sApa
➑️ Building Browser Agents β†’ https://lnkd.in/ewy3sApa
➑️ LLMOps β†’ https://lnkd.in/ex4xnE8t
➑️ Evaluating AI Agents β†’ https://lnkd.in/eBkTNTGW
➑️ Computer Use with Anthropic β†’ https://lnkd.in/ebHUc-ZU
➑️ Multi-Agent Use β†’ https://lnkd.in/e4f4HtkR
➑️ Improving LLM Accuracy β†’ https://lnkd.in/eVUXGT4M
➑️ Agent Design Patterns β†’ https://lnkd.in/euhUq3W9
➑️ Multi Agent Systems β†’ https://lnkd.in/evBnavk9

βœ… Guides:

Access all β‡’ https://lnkd.in/e-GA-HRh

➑️ Google's Agent β†’ https://lnkd.in/encAzwKf
➑️ Google's Agent Companion β†’ https://lnkd.in/e3-XtYKg
➑️ Building Effective Agents by Anthropic β†’ https://lnkd.in/egifJ_wJ
➑️ Claude Code Best practices β†’ https://lnkd.in/eJnqfQju
➑️ OpenAI's Practical Guide to Building Agents β†’ https://lnkd.in/e-GA-HRh

βœ… Repos:
➑️ GenAI Agents β†’ https://lnkd.in/eAscvs_i
➑️ Microsoft's AI Agents for Beginners β†’ https://lnkd.in/d59MVgic
➑️ Prompt Engineering Guide β†’ https://lnkd.in/ewsbFwrP
➑️ AI Agent Papers β†’ https://lnkd.in/esMHrxJX

βœ… Papers:
🟑 ReAct β†’ https://lnkd.in/eZ-Z-WFb
🟑 Generative Agents β†’ https://lnkd.in/eDAeSEAq
🟑 Toolformer β†’ https://lnkd.in/e_Vcz5K9
🟑 Chain-of-Thought Prompting β†’ https://lnkd.in/eRCT_Xwq
🟑 Tree of Thoughts β†’ https://lnkd.in/eiadYm8S
🟑 Reflexion β†’ https://lnkd.in/eggND2rZ
🟑 Retrieval-Augmented Generation Survey β†’ https://lnkd.in/eARbqdYE

Access all β‡’ https://lnkd.in/e-GA-HRh

By: https://t.iss.one/CodeProgrammer 🟑
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πŸ‘¨πŸ»β€πŸ’» This Python library helps you extract usable data for language models from complex files like tables, images, charts, or multi-page documents.

πŸ“ The idea of Agentic Document Extraction is that unlike common methods like OCR that only read text, it can also understand the structure and relationships between different parts of the document. For example, it understands which title belongs to which table or image.


βœ… Works with PDFs, images, and website links.

β˜‘οΈ Can chunk and process very large documents (up to 1000 pages) by itself.

βœ”οΈ Outputs both JSON and Markdown formats.

β˜‘οΈ Even specifies the exact location of each section on the page.

βœ”οΈ Supports parallel and batch processing.

pip install agentic-doc


β”Œ πŸ₯΅ Agentic Document Extraction
β”œ
🌎 Website
β””
🐱 GitHub Repos

🌐 #DataScience #DataScience
βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–

https://t.iss.one/CodeProgrammer
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