Language Modeling Fundamentals | Machine Learning | AI 8-| Deep Learning | IgnoVex

Language Models have evolved dramatically—from simple statistical approaches to powerful Transformer-based architectures. In this video, you’ll learn: • How machines process text using tokenization • How next-token probability works • The role of embeddings in semantic understanding • Why n-grams, RNNs, and LSTMs struggled • How self-attention changed everything with Transformers Perfect for beginners and enthusiasts in AI, NLP, and Deep Learning. 🔔 Subscribe for more AI & ML visual explanations. #ArtificialIntelligence #AI #MachineLearning #DeepLearning #NaturalLanguageProcessing #NLP #LanguageModels #Transformers #SelfAttention #LLM #LargeLanguageModels #NeuralNetworks #WordEmbeddings #Tokenization #AIExplained #AIEducation #DataScience #MLForBeginners #TechContent #FutureTech #Ignovex