
Attention Mechanism & Transformers in NLP | AIML End-to-End Session 204
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Artificial Intelligence
Machine Learning (AIML)?
Explore the Attention Mechanism and Transformers in Natural Language Processing (NLP) with this AIML End-to-End Session 204! 🚀
Transformers have revolutionized AI with models like BERT, GPT, and T5, making text understanding, translation, and generation more powerful than ever. In this session, we will cover
🔹 What is Attention Mechanism?
🔹 Why Attention is Important in NLP?
🔹 How Transformers Work?
🔹 Self-Attention & Multi-Head Attention Explained
🔹 Difference Between RNNs & Transformers
🔹 Real-world Applications of Attention in AI
Whether you're an AI engineer, data scientist, or ML enthusiast, this video provides deep insights into state-of-the-art NLP architectures used by top AI models.
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Attention Mechanism
Transformers in NLP
NLP (Natural Language Processing)
Machine Learning
Artificial Intelligence
Deep Learning
Self-Attention
Multi-Head Attention
RNN vs Transformers
Sequence Modeling
Neural Networks
Text Processing
Sentiment Analysis
NLP Algorithms
AI for NLP
AI Text Generation
Transformer Models
BERT Model
GPT (Generative Pre-trained Transformer)
T5 Model
LSTM vs Transformer
GRU vs Transformer
Encoder-Decoder Architecture
NLP Applications
AI for Text Processing
Natural Language Understanding (NLU)
Sequence-to-Sequence (Seq2Seq)
Speech Recognition
Text Summarization
Self-Attention Mechanism
Transformer Neural Networks
Cross-Attention
Positional Encoding
Language Modeling
Word Embeddings
Tokenization
NLP Model Optimization
AI Model Training
Reinforcement Learning in NLP
AI Ethics in Language Models
ChatGPT
OpenAI
AI Research
Large Language Models (LLMs)
AI-Powered Chatbots
AI Applications in Industry
Next-Gen AI Models
AI Explained
NLP Tutorial
AI for Beginners
Hands-on AI
Learn NLP from Scratch
End-to-End NLP
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