Lesson 1
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
3 hours
Real-world Projects
Completion Certificate
Last Updated September 23, 2024
Skills you'll learn:
Training neural networks • Backpropagation • NLP transformers • Hyperparameter tuning
Prerequisites:
matplotlib • Jupyter notebooks • Matrix multiplication
Course Lessons
Lesson 2
Introduction to LSTM
Lesson 3
Introduction to Transformers
Lesson 4 • Project
Text Translation and Sentiment Analysis using Transformers
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1 month
, Advanced
4 weeks
, Intermediate
2 weeks
, Advanced
(912)
3 months
, Intermediate
2 weeks
, Intermediate
2 weeks
, Intermediate
4 weeks
, Intermediate
3 weeks
, Beginner
4 weeks
, Intermediate
3 weeks
, Intermediate
3 weeks
, Beginner
(275)
2 months
, Advanced
3 weeks
, Intermediate
(451)
2 months
, Advanced
(235)
2 months
, Intermediate
4 weeks
, Intermediate