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

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Видео Long Short-Term Memory (LSTM) Tutorial | Deep Learning канала Code With Yasir Nawaz