DeepLearning.AI
Natural Language Processing with Attention Models
DeepLearning.AI

Natural Language Processing with Attention Models

This course is part of Natural Language Processing Specialization

Taught in English

Some content may not be translated

Younes Bensouda Mourri
Łukasz Kaiser
Eddy Shyu

Instructors: Younes Bensouda Mourri

72,662 already enrolled

Course

Gain insight into a topic and learn the fundamentals

4.4

(983 reviews)

|

83%

Intermediate level

Recommended experience

26 hours (approximately)
Flexible schedule
Learn at your own pace

What you'll learn

  • Use encoder-decoder, causal, & self-attention to machine translate complete sentences, summarize text, build chatbots & question-answering.

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

3 quizzes

Course

Gain insight into a topic and learn the fundamentals

4.4

(983 reviews)

|

83%

Intermediate level

Recommended experience

26 hours (approximately)
Flexible schedule
Learn at your own pace

See how employees at top companies are mastering in-demand skills

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Build your subject-matter expertise

This course is part of the Natural Language Processing Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate
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There are 3 modules in this course

Discover some of the shortcomings of a traditional seq2seq model and how to solve for them by adding an attention mechanism, then build a Neural Machine Translation model with Attention that translates English sentences into German.

What's included

15 videos4 readings1 quiz1 programming assignment1 app item3 ungraded labs

Compare RNNs and other sequential models to the more modern Transformer architecture, then create a tool that generates text summaries.

What's included

10 videos6 readings1 quiz1 programming assignment3 ungraded labs

Explore transfer learning with state-of-the-art models like T5 and BERT, then build a model that can answer questions.

What's included

16 videos15 readings1 quiz1 programming assignment3 ungraded labs

Instructors

Instructor ratings
4.3 (271 ratings)
Younes Bensouda Mourri
DeepLearning.AI
5 Courses199,951 learners

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DeepLearning.AI

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4.4

983 reviews

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4

Reviewed on Sep 28, 2020

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