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Jahid Hasan
Jahid Hasan

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LANGUAGE DETECTION SYSTEM

I’m thrilled to share what I’ve been working on! πŸš€

I’ve been diving into a Kaggle dataset for language detection, which includes 17 different languages. After experimenting with several machine learning algorithms, Multinomial Naive Bayes came out on top, delivering an impressive 98% accuracy in identifying the correct language. πŸ“Šβœ¨

πŸ”— Explore LANGUAGE DETECTION SYSTEM:
Live Demo: https://lnkd.in/eTQvigBA

π˜Ύπ™–π™©π™˜π™ π™©π™π™š π™«π™žπ™™π™šπ™€ 𝙛𝙀𝙧 𝙖 𝙦π™ͺπ™žπ™˜π™  𝙩𝙀π™ͺ𝙧! πŸŽ₯πŸ‘‡

Next up, I’m planning to build a web application using Flask to make the model more accessible. The app will include a neat feature: if the input language isn’t one of the 17 in the dataset, it will display a custom message like β€œUnable to detect language.” Plus, I’m adding a confidence level to show how certain the model is about its predictions. πŸ’‘

For the front-end, I’ll use HTML, CSS, and a bit of JavaScript to keep it simple, user-friendly, and responsive. I can’t wait to bring this idea to life and make language detection easier and more accessible for everyone! 🌍✨

πŸ“Œ ᴀʀᴇ ʏᴏᴜ Ιͺɴᴛᴏ α΄…α΄€α΄›α΄€ κœ±α΄„Ιͺᴇɴᴄᴇ, α΄€Ι΄α΄€ΚŸΚα΄›Ιͺα΄„κœ±, ᴏʀ α΄ Ιͺκœ±α΄œα΄€ΚŸΙͺα΄’α΄€α΄›Ιͺᴏɴ? ΚŸα΄‡α΄›β€™κœ± ᴄᴏɴɴᴇᴄᴛ—Ιͺ’ᴅ ΚŸα΄α΄ α΄‡ ᴛᴏ α΄„Κœα΄€α΄› ᴍᴏʀᴇ α΄€Κ™α΄α΄œα΄› Ιͺα΄›!

hashtag#MachineLearning hashtag#Flask hashtag#Kaggle hashtag#LanguageDetection hashtag#DataScience hashtag#WebDev hashtag#NaiveBayes
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