Next Word Prediction Using LSTM #nlp #deeplearning #datascienceproject

In this video, we explore how Long Short-Term Memory (LSTM) networks can be leveraged for next word prediction. LSTMs are a type of Recurrent Neural Network (RNN) known for their ability to capture long-term dependencies in sequential data, making them ideal for tasks like language modeling and text generation. Topics Covered: - Introduction to Recurrent Neural Networks (RNNs) and LSTMs - Understanding the architecture of LSTMs and their key components - Building an LSTM model for next word prediction using TensorFlow/Keras - Training the model on a text dataset - Evaluating the model's performance and generating text #sudikshaanalytics #nlp #deeplearning #tutorial