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Codecademy

Text Generation

via Codecademy

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Overview

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From autocomplete to ChatGPT, computer and AI systems have to generate text all the time. In this course, you will learn how to generate and translate text using seq2seq deep learning, in the form of long short-term memory networks and recurrent neural networks.

Syllabus

  • Text Generation: Learn about seq2seq and LSTM neural networks commonly used in NLP work and how to implement them with TensorFlow for machine translation.
    • Article: Long Short Term Memory Networks
    • Lesson: Generating Text with Deep Learning
    • ExternalResource: Deep Learning with Python
    • Informational: Off-Platform Project: Machine Translation
    • Quiz: Generating Text with Deep Learning

Taught by

Jace van Auken

Reviews

4.4 rating at Codecademy based on 52 ratings

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