Machine Learning

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I often see people say that it's impossible to enter the IT field without expensive courses. However, there's a huge amount of high-quality materials available for free: 📚 Computer Science https://github.com/ossu/computer-science 📚 Data Structures & Algorithms https://github.com/jwasham/coding-interview-university 📚 System Design https://github.com/donnemartin/system-design-primer 📚 Web Development https://github.com/TheOdinProject/curriculum 📚 Frontend / Backend / DevOps / Cloud https://github.com/kamranahmedse/developer-roadmap 📚 Data Engineering https://github.com/DataTalksClub/data-engineering-zoomcamp 📚 Machine Learning & AI https://github.com/microsoft/ML-For-Beginners 📚 MLOps https://github.com/DataTalksClub/mlops-zoomcamp 📚 Cybersecurity https://github.com/OWASP/CheatSheetSeries 📚 Linux https://github.com/trimstray/the-book-of-secret-knowledge 📚 Free Programming Books https://github.com/EbookFoundation/free-programming-books If you have internet and a bit of free time, you can learn computer science, algorithms, system design, DevOps, clouds, security, and machine learning for free. The problem now isn't a lack of information. The problem is regularly opening these repositories and actually working on them. #FreeLearning #ITCareer #CodingResources #TechEducation #OpenSource #DevCommunity ✨ Join Best TG Channels https://t.me/addlist/0f6vfFbEMdAwODBk ⭐️ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A 🚀 Level up your AI & Data Science skills with HelloEncyclo — a growing all-in-one platform featuring hands-on courses in LLMs, Deep Learning, MLOps, Data Engineering, and more. ✅ 13 courses live + 40+ coming soon 🎯 One access, lifetime updates 🔑 Use code: PRESALE-BOOK-WAVE-2GFG 👉 https://helloencyclo.com/?ref=HUSSEINSHEIKHO

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Multi-Label Text Classification with Scikit-LLM 📝 In this article, you will learn how to perform multi-label text classification using large language models and the scikit-LLM library, without the need for labeled training data or complex model training. 🚀 Topics we will cover include: What multi-label classification is and why it matters for nuanced text analysis. 📊 How to set up and configure scikit-LLM with a free, open-source LLM from Groq for zero-shot inference. ⚙️ How to load a real-world dataset and run multi-label sentiment predictions using a familiar scikit-learn-style workflow. 📈 Read: https://machinelearningmastery.com/multi-label-text-classification-with-scikit-llm/ 🔗 #ScikitLLM #TextClassification #LLM #MachineLearning #ZeroShot #DataScience ✨ Join Best TG Channels https://t.me/addlist/0f6vfFbEMdAwODBk ⭐️ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A 🚀 Level up your AI & Data Science skills with HelloEncyclo — a growing all-in-one platform featuring hands-on courses in LLMs, Deep Learning, MLOps, Data Engineering, and more. ✅ 13 courses live + 40+ coming soon 🎯 One access, lifetime updates 🔑 Use code: PRESALE-BOOK-WAVE-2GFG 👉 https://helloencyclo.com/?ref=HUSSEINSHEIKHO

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