DeepLearning.AI

Sequence Models

This course is part of Deep Learning Specialization

Taught in English

Some content may not be translated

Andrew Ng
Kian Katanforoosh
Younes Bensouda Mourri

Instructors: Andrew Ng

Top Instructor

400,487 already enrolled

Course

Gain insight into a topic and learn the fundamentals

4.8

(29,843 reviews)

|

94%

Intermediate level

Recommended experience

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

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

4 quizzes

Course

Gain insight into a topic and learn the fundamentals

4.8

(29,843 reviews)

|

94%

Intermediate level

Recommended experience

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

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

Placeholder

Build your subject-matter expertise

This course is part of the Deep Learning 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
Placeholder
Placeholder

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV

Share it on social media and in your performance review

Placeholder

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 quiz3 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 quiz2 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 quiz2 programming assignments

What's included

5 videos5 readings1 quiz1 programming assignment3 ungraded labs

Instructors

Instructor ratings
4.9 (2,515 ratings)
Andrew Ng

Top Instructor

DeepLearning.AI
42 Courses7,098,388 learners

Offered by

DeepLearning.AI

Recommended if you're interested in Machine Learning

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

Learner reviews

Showing 3 of 29843

4.8

29,843 reviews

  • 5 stars

    83.63%

  • 4 stars

    13.01%

  • 3 stars

    2.58%

  • 2 stars

    0.47%

  • 1 star

    0.28%

GS
5

Reviewed on Apr 26, 2019

WK
5

Reviewed on Mar 13, 2018

SC
5

Reviewed on Jan 1, 2020

New to Machine Learning? Start here.

Placeholder

Open new doors with Coursera Plus

Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions