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RNNs and Transformers

Course

This course covers multiple RNN architectures and discusses design patterns for those models. You'll also learn about transformer architectures.

This course covers multiple RNN architectures and discusses design patterns for those models. You'll also learn about transformer architectures.

Intermediate

4 weeks

Real-world Projects

Completion Certificate

Last Updated April 17, 2024

Skills you'll learn:
Training neural networks • Backpropagation • NLP transformers • Hyperparameter tuning
Prerequisites:
matplotlib • Jupyter notebooks • Matrix multiplication

Course Lessons

Lesson 1

Intro to RNN

Lesson 2

Introduction to LSTM

Lesson 3

Introduction to Transformers

Lesson 4 • Project

Text Translation and Sentiment Analysis using Transformers

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RNNs and Transformers

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  • Unlimited access to our top-rated courses
  • Real-world projects
  • Personalized project reviews
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  • Proven career outcomes

4 Months

Average time to complete a Nanodegree program

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Discount applies to the first 4 months of membership, after which plans are converted to month-to-month.