Emotion analysis is the capture and monitoring of ideas, feelings, or feelings expressed by customers who have had various types of interactions, such as social media posts, customer service calls, and surveys. Emotion analysis encompasses the analysis and processing of biometrics used to identify text, natural language, informational linguistics, or biometrics that are expressed towards a company, product, service, person, or event.
TechTarget defines machine learning as: “... it is a type of artificial intelligence (AI) that provides computers with the ability to learn without being explicitly programmed.
Bayesian Networks (Bayes Ağları), olasılıksal grafik modellerinin en yaygın kullanılan türlerinden biridir. Belirsizlik altında karar verme ve çıkarım yapma konusunda etkili çözümler sunan bu ağlar, yapay zeka, makine öğrenimi ve veri analizi alanlarında kritik bir rol oynamaktadır.
Few-shot learning, makine öğrenimi modellerinin çok az sayıda örnekle eğitilerek etkili sonuçlar üretmesini sağlayan bir tekniktir. Geleneksel makine öğrenimi yöntemleri, başarıya ulaşmak için büyük miktarda veri gerektirirken, few-shot learning bu gereksinimi ortadan kaldırır ve az veriyle yüksek performans sağlar.
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