Attention Mechanism | Complete Theory + Mathematics + Intuition | Tamil #deeplearning #aiintamil

Attention Mechanism under 20 minutes! 0:00 - Introduction 0:37 - Use case 1:03 - Attention is not a new type of network! 1:43 - Step1: Vocabulary 2:19 - Step2: Tokenization 2:40 - Embedding Layer 3:31 - Encoder Decoder with LSTM from scratch 8:12 - Encoder Decoder drawbacks 10:15 - Attention Layer 14:31 - Decoder Flow with Attention Layer 16:22 - How to compute alignment score? 18:03 - Backpropagation (BPTT) Python in 10 videos -    • Python in 10 videos   Data Science Career Transition: Data Analyst vs Data Scientist vs Data Engineer. Watch here -    • Start your Data Science Career: Become a D...   MLOPS from scratch -    • Machine Learning Operations (MLOPS) in Tam...   Statistics Playlist -    • Statistics for Data science [EPISODE -01] ...   Machine learning series -    • Machine learning மெதுவாக!   Deep Learning Series -    • Build your First Neural Network in PyTorch...   #AttentionMechanism #BahdanauAttention #EncoderDecoder #DeepLearning #NLP #MachineLearning #ArtificialIntelligence #Transformers #LLM #AITamil #TamilAI #DataScience #NeuralNetworks #GenerativeAI #DataScienceWithKeerthi