Category: Natural Language Processing

Deep Learning, Natural Language Processing, Tutorials

TensorFlow LSTM Example: A Beginner’s Guide

Introduction LSTM (Long Short-Term Memory) is a type of Recurrent Neural Network (RNN) that is widely used in deep learning. It is particularly useful in processing and making predictions based on sequential data, such as time series, speech recognition, and natural language processing. TensorFlow is an open-source platform for machine learning developed by Google Brain […]

Deep Learning, Natural Language Processing, Tensorflow, Tutorials

Using Deep Learning and Tensorflow to generate new song lyrics in the style of Weezer

    Welcome to this blog post on Natural Language Processing, specifically generating new text! In this blog post we’ll explore how to gather a bunch of Weezer lyrics and train a Recurrent Neural Network (RNN) to generate new lyrics character by character. Let’s dive in! Table of Contents: Gathering the Data Text Processing Creating […]