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Codecademy

Text Generation

via Codecademy

Overview

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Learn about seq2seq and LSTM neural networks commonly used in NLP work and how to implement them with TensorFlow for machine translation.

Ever wanted to build your own AI? Text generation is the process of training a computer to create language. This course introduces language generation and machine translation using long short-term memory (LSTM) networks, recurrent neural networks (RNN).

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

4.5 rating at Codecademy based on 41 ratings

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