RNN Explained in One Lecture | Architecture, Types & Training скачать в хорошем качестве

RNN Explained in One Lecture | Architecture, Types & Training

Welcome to Yasir Nawaz AI Academy 🚀 In this lecture, we will learn *Recurrent Neural Networks (RNN)* in a complete and beginner-friendly way. RNNs are powerful deep learning models designed to process *sequential data* such as text, speech, and time-series data. 📌 In this video you will learn: ✔ What is Recurrent Neural Network (RNN) ✔ Why RNN is used for sequential data ✔ How RNN works step-by-step ✔ Hidden states and memory mechanism ✔ Types of RNN architectures ✔ Forward Propagation in RNN ✔ Loss calculation in sequence models ✔ Backpropagation Through Time (BPTT) 📌 Applications of RNN: • Natural Language Processing (NLP) • Speech Recognition • Machine Translation • Chatbots • Time Series Forecasting This lecture is perfect for: • BSCS / AI / Data Science students • Beginners learning Deep Learning • Machine Learning enthusiasts 📌 Subscribe for more AI, Machine Learning, and Deep Learning tutorials. #RNN #DeepLearning #ArtificialIntelligence #MachineLearning #YasirNawaz