Long Short-Term Memory (LSTM) Tutorial | Deep Learning скачать в хорошем качестве

Long Short-Term Memory (LSTM) Tutorial | Deep Learning

Welcome to Yasir Nawaz AI Academy 🚀 In this lecture, we will learn *Long Short-Term Memory (LSTM)* which is an advanced type of Recurrent Neural Network (RNN) designed to solve the **vanishing gradient problem**. LSTM introduces special structures called *gates* that control the flow of information in the network. 📌 In this video you will learn: ✔ What is LSTM ✔ Why LSTM is better than traditional RNN ✔ Understanding the LSTM cell ✔ Forget Gate explained ✔ Input Gate explained ✔ Cell State update process ✔ How LSTM stores long-term information 📌 Applications of LSTM: • Natural Language Processing (NLP) • Language Translation • Speech Recognition • Time Series Forecasting • Chatbots This lecture is perfect for: • BSCS / AI / Data Science students • Beginners learning Deep Learning • Machine Learning enthusiasts 📌 Subscribe for more tutorials on AI, Machine Learning, and Deep Learning. #LSTM #DeepLearning #ArtificialIntelligence #MachineLearning #YasirNawaz