Data Analytics

A Collection of Machine Learning Libraries for Python 🤖 A large repository containing over 900 libraries and frameworks for machine learning. 📚 All projects are sorted by quality and popularity, which helps you quickly find the best tools for working with AI and ML. ⚙️ Repo: https://github.com/ml-tooling/best-of-ml-python?tab=readme-ov-file#vector-similarity-search-ann #MachineLearning #Python #AI #DataScience #MLTools #Programming ✨ Join Best TG Channels https://t.me/addlist/0f6vfFbEMdAwODBk ⭐️ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A

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🧿ANTHROPH\C Launches 13 Free AI Courses Anthropic Academy has announced 13 free AI courses. The courses cover the following topics: • Working with Claude • AI Fundamentals • AI Agents • Model Context Protocol (MCP) • Claude Code • Working with APIs • Enterprise AI • Google Cloud Vertex AI and Amazon Bedrock Integration 1. Claude 101 2. AI Fluency: Framework & Foundations 3. Introduction to Agent Skills 4. Building with the Claude API 5. Claude Code in Action 6. Introduction to Model Context Protocol (MCP) 7. MCP: Advanced Topics 8. AI Fluency for Students 9. AI Fluency for Educators 10. Teaching AI Fluency 11. AI Fluency for Small Businesses 12. Claude with Amazon Bedrock 13. Claude with Google Cloud Vertex AI The courses are designed for a wide audience, from beginners to developers, educators, students, and business owners.

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Agentic AI math problems by hand ✍️ The last five in Chapter 1. Download PDF: byhand.ai/tokens-16-20 Problems 16 to 20: 16. Tokens on a budget: run the pricing backward, cost in, tokens out 17. How long will it take? Reading is parallel, writing is one token at a time 18. The split matters: same total tokens, one task finishes three times sooner 19. Pricing per million tokens: how every real API actually quotes it 20. Tokens from the bill: work backward from what you were charged Previous problems: 1. Count the tokens 2. Subword splitting 3. Punctuation counts 4. Tokens per word 5. Will it fit? Download: byhand.ai/tokens-1-5 6. The price of a call 7. Two kinds of token 8. Input or output? 9. The two-part bill 10. End-to-end call cost Download: byhand.ai/tokens-6-10 11. Comparing three calls 12. The average call 13. The system prompt 14. The system prompt tax 15. Calls in a budget Download: byhand.ai/tokens-11-15 Download, print and solve. ✍️

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Data Analytics pinned «🚨 SURPRISE ALERT! 🚨 Stop paying full price on Udemy. Seriously. 💸 I built a bot that hunts down 100% FREE Udemy coupons 24/7 — while you sleep, eat, or scroll. 🎯 Here's the magic: 📚 Mini App catalog — every active free coupon in one place 🔔 Auto-push —…»

🏠🤖 Run Your Own LOCAL LLM (Beginner Friendly) LLMs are cool, but running your own local one hits different 😎 No cloud. No API keys. No limits. 🧩 Step 1: Install Ollama Install Ollama on your machine (works on Mac, Windows, Linux). Once installed, open your terminal. 🚀 Step 2: Run a model ollama run llama3.2 This command: • Downloads the model • Starts it locally • Lets you chat instantly 💬 If you see the prompt, your local LLM is running. ⚙️ Step 3: Do local inference (API style) Ollama runs a local server on your machine. curl http://127.0.0.1:11434/api/generate \ -H "Content-Type: application/json" \ -d '{ "model": "llama3.2", "prompt": "Explain overfitting like I am 12", "stream": false }' If you get a JSON response with text → ✅ it works. 💡 Why this is powerful • Works offline • Private by default • Perfect for learning, testing, and small apps This is the easiest way to start with LLMs locally. ✨ Join Best TG Channels https://t.me/addlist/0f6vfFbEMdAwODBk ⭐️ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A #LLM #AI #LocalLLM #Ollama #Tech #Linux

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🔖 Instructions for AI Agents Please refer to AGENTS.md – a guide dedicated to the file of the same name, which contains instructions for AI agents. 🤖 The website explains what should be included in AGENTS.md, how to format it correctly, and provides examples from over 60,000 projects. 📚 http://AGENTS.md/ ✨ Join Best TG Channels https://t.me/addlist/0f6vfFbEMdAwODBk ⭐️ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A #AI #Agents #AGENTSmd #Tech #Development #Programming

Attention Heatmap vs Token Pruning 🔍✂️ 🔗 More: https://www.overshoot.ai/blogs/an-introduction-to-token-pruning-for-vlms #AI #MachineLearning #TokenPruning #DeepLearning #TechNews #VLM ✨ Join Best TG Channels https://t.me/addlist/0f6vfFbEMdAwODBk ⭐️ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A

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🔖 Free course on creating AI agents from Microsoft We've found a great resource for those who want to learn about developing AI agents. The course will help you understand how agents work, how they make decisions, and how to create your own AI systems. ⛓ Link to the course https://github.com/microsoft/ai-agents-for-beginners/tree/main?tab=readme-ov-file #AIAgents #Microsoft #FreeCourse #LearnAI #TechEducation #AIForBeginners ✨ Join Best TG Channels https://t.me/addlist/0f6vfFbEMdAwODBk ⭐️ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A

This channels is for Programmers, Coders, Software Engineers. 0️⃣ Python 1️⃣ Data Science 2️⃣ Machine Learning 3️⃣ Data Visualization 4️⃣ Artificial Intelligence 5️⃣ Data Analysis 6️⃣ Statistics 7️⃣ Deep Learning 8️⃣ programming Languages ✅ https://t.me/addlist/8_rRW2scgfRhOTc0 ✅ https://t.me/Codeprogrammer

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