Deep Learning for Natural Language Processing

Software > Computer Software > Educational Software University of Colorado Boulder

Course Overview

What You'll Learn

  • Deep learning has revolutionized the field of natural language processing and led to many state-of-the-art results.
  • At the end of this course, learners will be able to explain and implement feedforward networks, recurrent neural networks, and transformers.
  • They will also have an understanding of transfer learning and the inner workings of large language models.

Deep learning has revolutionized the field of natural language processing and led to many state-of-the-art results. This course introduces students to neural network models and training algorithms frequently used in natural language processing. At the end of this course, learners will be able to explain and implement feedforward networks, recurrent neural networks, and transformers. They will also have an understanding of transfer learning and the inner workings of large language models. This course can be taken for academic credit as part of CU Boulder’s MS in Data Science or MS in Computer Science degrees offered on the Coursera platform. These fully accredited graduate degrees offer targeted courses, short 8-week sessions, and pay-as-you-go tuition. Admission is based on performance in three preliminary courses, not academic history. CU degrees on Coursera are ideal for recent graduates or working professionals. Learn more: MS in Data Science: https://www.coursera.org/degrees/master-of-science-data-science-boulder MS in Computer Science: https://coursera.org/degrees/ms-computer-science-boulder

Course FAQs

Is this an accredited online course?

Accreditation for 'Deep Learning for Natural Language Processing' is determined by the provider, University of Colorado Boulder. For online college courses or degree programs, we strongly recommend you verify the accreditation status directly on the provider's website to ensure it meets your requirements.

Can this course be used for continuing education credits?

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How do I enroll in this online school program?

To enroll, click the 'ENROLL NOW' button on this page. You will be taken to the official page for 'Deep Learning for Natural Language Processing' on the University of Colorado Boulder online class platform, where you can complete your registration.