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Tuesday, 16 April 2024
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YouTube AI

YouTube AI

YouTube AI, yaani YouTube Artificial Intelligence, YouTube platform par istemal hone wale advanced algorithms aur machine learning techniques ko refer karta hai jo videos ko recommend karte hain, content ko classify karte hain, aur users ke preferences ko samajhte hain. YouTube ka AI primarily do mukhya kaam karta hai:

  1. Video Recommendation:

    • Watch History: YouTube AI track karta hai ki aapne kis type ke videos dekhe hain.
    • Search History: Aapne kis tarah ke query kiye hain, aur uske basis par recommended videos suggest kiye jate hain.
    • User Engagement: Kaise videos ko dekha jata hai, kitni der tak dekha jata hai, ye sab data ko analyze karke future recommendations taiyar ki jati hain.
  2. Content Classification and Moderation:

    • Content Detection: YouTube AI automatically detect karta hai ki kis tarah ka content video mein hai, jaise ki music, gaming, news, entertainment, etc.
    • Copyright Issues: AI copyright-protected content ko detect karta hai aur uski management karta hai.
    • Community Guidelines: Offensive, harmful, ya inappropriate content ko identify karke remove karna bhi YouTube AI ka ek important kaam hai.

Kaise Kaam Karta Hai:

  1. Data Collection: YouTube AI apne algorithms ko train karne ke liye massive amounts of data collect karta hai. Ismein include hota hai watch history, search history, user engagement data, aur content data.

  2. Machine Learning Algorithms: YouTube AI use karta hai various machine learning algorithms jaise ki deep neural networks, natural language processing, aur computer vision, jo ki videos ko analyze aur categorize karne mein madad karte hain.

  3. User Personalization: AI algorithms users ke behavior aur preferences ko analyze karte hain, aur uske basis par unhe personalized video recommendations di jati hain.

  4. Feedback Loop: User interaction data continuously update hota hai, jisse ki AI algorithms improve ho sake. For example, agar aap kisi video ko skip karte hain ya like karte hain, to ye feedback algorithms ke liye useful hota hai.

Overall, YouTube AI ka main goal hai users ko relevant aur engaging content provide karna, sath hi unki privacy aur community guidelines ko bhi protect karna.

 
 

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