Machine Learning
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Machine learning insights, practical tutorials, and clear explanations for beginners and aspiring data scientists. Follow the channel for models, algorithms, coding guides, and real-world ML applications.

Admin: @HusseinSheikho || @Hussein_Sheikho
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20x faster KMeans with Faiss!!

#KMeans uses a slow, exhaustive search to find the nearest centroids.

#Faiss uses "Inverted Index"β€”an optimized data structure to store and index data points for approximate neighbor search.

#MachineLearning #DeepLearning #BigData #Datascience #ML #HealthTech #DataVisualization #ArtificialInteligence #SoftwareEngineering #GenAI #deeplearning #ChatGPT #OpenAI #python #AI #keras

https://t.iss.one/DataScienceM
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πŸ”₯ Trending Repository: LLMs-from-scratch

πŸ“ Description: Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

πŸ”— Repository URL: https://github.com/rasbt/LLMs-from-scratch

🌐 Website: https://amzn.to/4fqvn0D

πŸ“– Readme: https://github.com/rasbt/LLMs-from-scratch#readme

πŸ“Š Statistics:
🌟 Stars: 64.4K stars
πŸ‘€ Watchers: 589
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πŸ’» Programming Languages: Jupyter Notebook - Python

🏷️ Related Topics:
#python #machine_learning #ai #deep_learning #pytorch #artificial_intelligence #transformer #gpt #language_model #from_scratch #large_language_models #llm #chatgpt


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🧠 By: https://t.iss.one/DataScienceM
✨ Image Processing with Gemini Pro ✨

πŸ“– Table of Contents Image Processing with Gemini Pro Getting Started with Gemini Pro: An Overview Gemini Pro Setup Integrating Google AI Python SDK with Gemini Pro Image Processing with Gemini Pro: Python Code Generation Comprehensive List of GenAI Models Compatible…...

🏷️ #ArtificialIntelligence #ChatGPT #DeepLearning #Gemini #GeminiPro #GenAI #GenerativeAI #GoogleCloud #ImageProcessing #Python #Transformers #Tutorial #VertexAI
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πŸ”₯ Trending Repository: system_prompts_leaks

πŸ“ Description: Collection of extracted System Prompts from popular chatbots like ChatGPT, Claude & Gemini

πŸ”— Repository URL: https://github.com/asgeirtj/system_prompts_leaks

πŸ“– Readme: https://github.com/asgeirtj/system_prompts_leaks#readme

πŸ“Š Statistics:
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πŸ‘€ Watchers: 200
🍴 Forks: 2K forks

πŸ’» Programming Languages: JavaScript

🏷️ Related Topics:
#ai #gemini #openai #chatbots #prompts #claude #google_deepmind #large_language_models #llm #prompt_engineering #generative_ai #chatgpt #prompt_injection #anthropic


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🧠 By: https://t.iss.one/DataScienceM
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πŸ”₯ Trending Repository: generative-ai-for-beginners

πŸ“ Description: 21 Lessons, Get Started Building with Generative AI

πŸ”— Repository URL: https://github.com/microsoft/generative-ai-for-beginners

πŸ“– Readme: https://github.com/microsoft/generative-ai-for-beginners#readme

πŸ“Š Statistics:
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πŸ’» Programming Languages: Jupyter Notebook - Python - JavaScript - TypeScript - Shell - PowerShell

🏷️ Related Topics:
#ai #azure #transformers #openai #gpt #language_model #semantic_search #dall_e #prompt_engineering #llms #generative_ai #generativeai #chatgpt #microsoft_for_beginners


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πŸ”₯ Trending Repository: Pake

πŸ“ Description: 🀱🏻 Turn any webpage into a desktop app with Rust. 🀱🏻 εˆ©η”¨ Rust θ½»ζΎζž„ε»Ίθ½»ι‡ηΊ§ε€šη«―ζ‘Œι’εΊ”η”¨

πŸ”— Repository URL: https://github.com/tw93/Pake

πŸ“– Readme: https://github.com/tw93/Pake#readme

πŸ“Š Statistics:
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πŸ’» Programming Languages: JavaScript - Rust - Dockerfile

🏷️ Related Topics:
#music #rust #productivity #mac #youtube #twitter #programming #high_performance #gemini #openai #windows_desktop #linux_desktop #tauri #mac_desktop #excalidraw #llm #no_electron #chatgpt #gemini_ai #deepseek


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πŸ”₯ Trending Repository: LLMs-from-scratch

πŸ“ Description: Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

πŸ”— Repository URL: https://github.com/rasbt/LLMs-from-scratch

🌐 Website: https://amzn.to/4fqvn0D

πŸ“– Readme: https://github.com/rasbt/LLMs-from-scratch#readme

πŸ“Š Statistics:
🌟 Stars: 68.3K stars
πŸ‘€ Watchers: 613
🍴 Forks: 9.6K forks

πŸ’» Programming Languages: Jupyter Notebook - Python

🏷️ Related Topics:
#python #machine_learning #ai #deep_learning #pytorch #artificial_intelligence #transformer #gpt #language_model #from_scratch #large_language_models #llm #chatgpt


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πŸ€–πŸ§  NanoChat: The Best ChatGPT That $100 Can Buy

πŸ—“οΈ 20 Oct 2025
πŸ“š AI News & Trends

In a world dominated by billion-dollar AI models like GPT-4 and Claude 3, it’s refreshing to see a minimalist, open-source alternative that puts the power of Large Language Models (LLMs) back into the hands of hackers, researchers and enthusiasts. Enter NanoChat – an end-to-end, full-stack implementation of a ChatGPT-style AI chatbot developed by Andrej Karpathy, ...

#NanoChat #ChatGPT #AI #LargeLanguageModels #OpenSource #AndrejKarpathy
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πŸ€–πŸ§  NanoChat: The Best ChatGPT That $100 Can Buy

πŸ—“οΈ 20 Oct 2025
πŸ“š AI News & Trends

In a world dominated by billion-dollar AI models like GPT-4 and Claude 3, it’s refreshing to see a minimalist, open-source alternative that puts the power of Large Language Models (LLMs) back into the hands of hackers, researchers and enthusiasts. Enter NanoChat – an end-to-end, full-stack implementation of a ChatGPT-style AI chatbot developed by Andrej Karpathy, ...

#NanoChat #ChatGPT #AI #LargeLanguageModels #OpenSource #AndrejKarpathy
πŸ€–πŸ§  Unlocking Creativity with Awesome ChatGPT Prompts: The Ultimate Guide for AI Enthusiasts

πŸ—“οΈ 22 Oct 2025
πŸ“š AI News & Trends

Artificial Intelligence has transformed how we create, communicate, and innovate and at the heart of this revolution lies prompt engineering. One of the most powerful tools in this domain is the β€œAwesome ChatGPT Prompts” repository – a growing collection of creative, technical and professional prompts designed for ChatGPT and other large language models like Claude, ...

#ChatGPT #PromptEngineering #AIEnthusiasts #ArtificialIntelligence #LargeLanguageModels #AICreativity
πŸ“Œ Javascript Fatigue: HTMX Is All You Need to Build ChatGPT β€” Part 2

πŸ—‚ Category: PROGRAMMING

πŸ•’ Date: 2025-11-17 | ⏱️ Read time: 16 min read

Feeling JavaScript fatigue? This follow-up tutorial demonstrates how to build a complete ChatGPT-like application using the simplicity of HTMX. Part 2 dives deeper into creating rich, server-rendered interactivity for your web projects, offering a powerful alternative to complex JavaScript frameworks. Learn to leverage HTML attributes for dynamic user experiences without writing extensive client-side code.

#HTMX #WebDev #JavaScript #ChatGPT
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