DeepLearning.AI

Sequence Models

This course is part of Deep Learning Specialization

Andrew Ng
Kian Katanforoosh
Younes Bensouda Mourri

Instructors: Andrew Ng

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Sponsored by Google DeepLearning AI

425,979 already enrolled

Gain insight into a topic and learn the fundamentals.
4.8

(30,441 reviews)

Intermediate level

Recommended experience

Flexible schedule
Approx. 37 hours
Learn at your own pace
94%
Most learners liked this course
Gain insight into a topic and learn the fundamentals.
4.8

(30,441 reviews)

Intermediate level

Recommended experience

Flexible schedule
Approx. 37 hours
Learn at your own pace
94%
Most learners liked this course

Details to know

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Assessments

4 assignments

Taught in English

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This course is part of the Deep Learning Specialization
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There are 4 modules in this course

Discover recurrent neural networks, a type of model that performs extremely well on temporal data, and several of its variants, including LSTMs, GRUs and Bidirectional RNNs,

What's included

12 videos5 readings1 assignment3 programming assignments

Natural language processing with deep learning is a powerful combination. Using word vector representations and embedding layers, train recurrent neural networks with outstanding performance across a wide variety of applications, including sentiment analysis, named entity recognition and neural machine translation.

What's included

10 videos2 readings1 assignment2 programming assignments

Augment your sequence models using an attention mechanism, an algorithm that helps your model decide where to focus its attention given a sequence of inputs. Then, explore speech recognition and how to deal with audio data.

What's included

10 videos3 readings1 assignment2 programming assignments

What's included

5 videos5 readings1 assignment1 programming assignment3 ungraded labs

Instructors

Instructor ratings
4.9 (2,647 ratings)
Andrew Ng

Top Instructor

DeepLearning.AI
46 Courses7,928,135 learners

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DeepLearning.AI

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4.8

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