N-grams Kya Hai?
N-grams Kya Hai? N-grams ek Natural Language Processing (NLP) concept hai jisme kisi text (jaise sentence ya paragraph) ko N number ke shabdon ya aksharon ke group me divide kiya jaata hai. ✅ Simple Hindi Definition: N-grams ka matlab hai — lagataar aane wale N shabdon (ya aksharon) ka group. N = 1 → Unigram (ek shabd ka group) N = 2 → Bigram (do shabdon ka group) N = 3 → Trigram (teen shabdon ka group) N = 4 → 4-gram (chaar shabdon ka group) ...and so on. 🧠 Example (Sentence): Text: "I love ice cream" N N-gram Type Output Example 1 Unigrams I , love , ice , cream 2 Bigrams I love , love ice , ice cream 3 Trigrams I love ice , love ice cream 📚 N-grams Kis Cheez Me Use Hote Hain? Use Case Explanation ✅ Text Prediction Keyboard auto-suggestion, e.g., "How are → you" ✅ Spell Checking “Teh” vs “The” detection ✅ Search Engine Ranking Keywords ka context samajhne ke liye ✅ Sentiment Analysis Emotional tone samajhne ke liye ✅ Plagi...