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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
30,203 ratings

About the Course

In the fifth course of the Deep Learning Specialization, you will become familiar with sequence models and their exciting applications such as speech recognition, music synthesis, chatbots, machine translation, natural language processing (NLP), and more. By the end, you will be able to build and train Recurrent Neural Networks (RNNs) and commonly-used variants such as GRUs and LSTMs; apply RNNs to Character-level Language Modeling; gain experience with natural language processing and Word Embeddings; and use HuggingFace tokenizers and transformer models to solve different NLP tasks such as NER and Question Answering. The Deep Learning Specialization is a foundational program that will help you understand the capabilities, challenges, and consequences of deep learning and prepare you to participate in the development of leading-edge AI technology. It provides a pathway for you to take the definitive step in the world of AI by helping you gain the knowledge and skills to level up your career....

Top reviews

AM

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Excellent course! This course extensively covers all of the relevant areas of NLP with a strong practical element allowing you to applying Deep Learning for Sequence Models in real-world scenarios.

GS

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So many possibilities will be presented in front of you after this course. The only limit is the boundary of my imagination and creativity, that is how I feel now upon the completion of this course.

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776 - 800 of 3,671 Reviews for Sequence Models

By Njabulo

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Aug 23, 2019

I was really hoping this course would focus more on time series data. Still a great course if you are interested in speech recognition and NLP

By Chuck H

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May 23, 2018

Really well taught course. I felt like the programming assignments were too easy. I think its one of the best deep learning courses out there.

By Jimmy I

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Apr 30, 2018

Impressive amount of work to prepare the course material. I enjoy the learning immensely. It saves me a lot of time from reading white papers.

By Tom Z

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Apr 12, 2018

The course is really helpful. The whole series helped me get a sense of what is deep leawrning and how CNN and RNN work in different contexts.

By Tian Y

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Mar 4, 2021

I'm so grateful for NG, cos these courses help me step into DL. If someday I have my own paper, I will come back here to share my happiness.

By Ali D

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Apr 10, 2020

One of the best courses I have taken. The great balance between theory and practice(assignments) is so well done and on point. Thanks Andrew.

By Kritika M

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Aug 6, 2019

It is a really good course which gives you a lot of knowledge about sequence models. It provides a good understanding of the overall concept.

By Awanit R

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Dec 12, 2020

Excellent course and instructors as well as programming exercises and quizzes really thanks to course and course is indeed o=wroth of money.

By Lucas K

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Sep 3, 2019

Thank you for creating and sharing this course! You are an inspiration for me and many people around the world! I wish you the best, thanks!

By Hugo B M

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May 14, 2019

Relly good course, goes well beyond the coding to explain the fundamentals of sequence models. Some of the exercise notebooks are excellent.

By Shubham G

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Apr 5, 2019

all course in this series is the best on its own like this also it has all knowledge we need to get going. thank you andrew sir and his team

By oussama c

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Mar 12, 2019

thank you andrew ng you are the best teacher in all the world i'm very happy to study with you chaker from tunisia all my colleague love you

By Jessie H

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May 22, 2018

a very good course with lots practical assignments which helps me in developing AI with Recurrent Neural Networks and apply word2vecs model.

By Ratthachat C

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Mar 18, 2018

Definitely one of the best courses in my life. I am truly grateful to Prof.Andrew and deeplearning.ai team for all your super great efforts.

By Tsang S H

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Feb 25, 2018

The labs are well designed, and the course is well explained. Though the course has been waited for months, it is worth to take this course.

By Nikola M

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Feb 21, 2018

great teacher and good content. Thanks for course. One of best courses I had. This course is to courses what Lord of the Rings is to movies.

By Harshit S

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Feb 16, 2018

Very nice course if you want to apply natural language processing start through python.Very nice course to start your crazy projects in NLP.

By Rajat D

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Feb 6, 2018

Thanks Andrew for making the concepts so intuitive, relevant to practical examples & fun!! This specialization was great learning experience

By tengerye

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Aug 29, 2020

I have learned a lot of details which I ignored in this course. One small suggestion, hope the course use pytorch as programming exercises.

By Syed A A

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May 14, 2020

Awesome experience it is one the best courses i've taken so far. It has polished my AI skills to come in race with the future technologies.

By Armin F

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May 8, 2020

I developed intuition for RNN, LSTM, GRU and then course applied them in NLP, and speech recognition. I feel ready for more AI development.

By Carlos S

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Jan 26, 2019

Definitely worth it! A great way to end the series of courses in the specialization. Programming exercises are really well thought and fun!

By Jair G

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Aug 15, 2018

The hardest of the five courses. Recurrent NN are super useful once you get a grasp of the idea. The attention model is a remarkable model.

By Bipin M

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Jan 13, 2021

Really good course. This course is purely designed for intermediate students and all the basics are well covered.

Thank you for this course

By Bharat S S

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Sep 27, 2020

Very Insightful course indeed! I would only suggest one thing and that is more mathematics in the videos and the rest all is just awesome.