TensorFlow Guide: Guided Project 2 - Text Generation with LSTMs

Sun, 26 Oct 2025 00:00:00 +0000

8. Guided Project 2: Text Generation with LSTMs

In this project, you’ll build a character-level text generation model using Long Short-Term Memory (LSTM) networks, a type of Recurrent Neural Network (RNN). The model will learn patterns in text and then be able to generate new sequences of characters, essentially writing new “sentences” based on what it learned.

Project Objective

Build an LSTM-based model to generate creative text, trained on a classic text dataset. We’ll use a portion of Shakespeare’s works.

LSTM on AI VOID

TensorFlow Guide: Guided Project 2 - Text Generation with LSTMs

8. Guided Project 2: Text Generation with LSTMs

Project Objective