Encoder–Decoder Architectures — How Models Understand and Generate скачать в хорошем качестве

Encoder–Decoder Architectures — How Models Understand and Generate

Encoder–decoder architectures power many modern AI systems — from translation to summarization and text generation. In this video, we explain encoder–decoder architectures from first principles. What an encoder does, what a decoder does, and how models convert input data into meaningful outputs. You’ll learn: • What encoder–decoder architectures are • How encoders transform input into representations • How decoders generate outputs step by step • Why this structure works so well for sequences • Where encoder–decoder models are used in practice This video is part of Notebook Learning, a channel focused on clear, visual explanations of complex topics in Data Science, Machine Learning, AI, and NLP. Whether you’re a beginner, student, or developer, this video will help you understand how modern sequence models work in just a few minutes. 📘 New five-minute explainer videos coming regularly. #EncoderDecoder #Seq2Seq #DeepLearning #NLP #MachineLearning #AI #NotebookLearning