Скачать с ютуб Recurrent Neural Networks (RNNs and LSTMs) explained in detail ! в хорошем качестве

Recurrent Neural Networks (RNNs and LSTMs) explained in detail !

#RNN #LSTM #DeepLearning #MachineLearning #DataScience #RecurrentNerualNetworks Are you ready to dive into the world of Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTMs)? 🤖 In this comprehensive tutorial, we break down the complexities of RNNs and LSTMs, showing how they process sequential data and power applications like natural language processing, time-series prediction, and speech recognition. 🎯 What You’ll Learn: The fundamentals of RNNs and why they are essential in deep learning How LSTMs overcome the limitations of traditional RNNs Real-world applications of RNNs and LSTMs Step-by-step explanation of architecture and functionality 🕒 Timestamps: 0:00 Introduction 0:27 Applications of RNNs 1:00 Problems with Neural Networks 1:27 The solution (RNNs)! 1:42 RNNs Working 3:13 RNNs Unrolled 4:34 Vanishing Gradient Problem in RNNs 5:25 LSTM Explained 6:53 LSTM Unrolled