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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
29,853 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

MK

Mar 13, 2024

Cant express how thankful I am to Andrew Ng, literally thought me from start to finish when my school didnt touch about it, learn a lot and decided to use my knowledge and apply to real world projects

WK

Mar 13, 2018

I was really happy because I could learn deep learning from Andrew Ng.

The lectures were fantastic and amazing.

I was able to catch really important concepts of sequence models.

Thanks a lot!

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1076 - 1100 of 3,621 Reviews for Sequence Models

By Le K H P

Feb 6, 2018

Very easy to grasp intuition on many complicated RNN's techniques. The exercises is fun to work with.

By ARINDAM S

Aug 18, 2019

The explanations by Andrew was very helpful for understanding such a serious topic in a easy manner.

By Vasileios T

Jan 26, 2019

RNNs are incredible. And this course is very thought-provoking on that topic. And truly educational.

By Thai G D

May 1, 2022

Good materials, instructions are details in the beginning but simplified at the end, which is good.

By JAVIER H R

Nov 24, 2020

Huge problem in the final assignment, it takes me 1.5 more hours.. But overthat is one great course

By Aniket A

Sep 18, 2020

Great course content, assignments, and quizzes. Highly enriching experience thanks to Dr. Andrew Ng

By Preslav K

Jun 14, 2020

I would suggest to spread out this course into more than 3 weeks, as it was the hardest out of all.

By Guntur B K

Jun 7, 2020

I am very thankful to coursera for offering such wonderful course by great teacher Prof. Andrew Ng.

By A H

May 24, 2020

CNN And Sequence Models were just real GEM of two courses. Gave me a lot of insight to the Subject.

By Ignacio R L

Mar 22, 2020

A "must" in the courses related with NLP as a good introduction to the basics models and algorithms

By ashwin m

Aug 1, 2019

it was quite difficult for me .The assignments helped for sure, but i will have to visit this again

By Rahul K

Feb 26, 2018

Very concise content. Prof. Andrew Ng turn tough topics to easy with his excellent teaching skills.

By Sean C

Feb 22, 2018

Gives the student an excellent perspective on how to go about word embeddings & speech recognition.

By Polina V O

Feb 16, 2018

Thank you!

This long-expected course

and the whole specialization are enthralling and inspiring! ❤️

By Simbarashe M

Aug 27, 2020

very good specialisation l am currently using these ideas in my research project .Thank you Andrew

By Lukas R

Mar 16, 2020

Thank you Andrew Ng for your excellent teaching and encouragement. Always a joy to learn from you.

By Jacob S

Mar 16, 2020

Great explanation of complex topics such as attention mechanisms. I finally get how those work :-)

By Vinamra R

Dec 10, 2019

Best specializatin course I have found and the insights given in this course are truely wonderfull

By Jinsoon P

Jul 29, 2019

Must-know knowledge and technique you should know if you're a genuine machine learning enthusiast!

By Yoan S

Dec 10, 2018

Excellent state of the art deep learning models made easy. Great job Andrew! And THANKS SO MUCH!!!

By Joris

Mar 18, 2018

The best one of the 5. However, I do miss a thorough derivation of the backprop regarding GRU/LSTM

By Gowri S P

Aug 8, 2021

Following Andrew sir all the way from ml course. He gives a lot of intuition, Superb explanation.

By Cuno D

Feb 26, 2021

Andrew makes it possible to take a big leap into sequence models without getting lost. Thank you!

By Alvaro P

Feb 23, 2021

Really enjoyed this course, and the whole specialisation. Good lectures and interesting examples!

By Vinícius d S M

Jul 14, 2020

This course helped me to understand sequence models and how to apply than in different scenarios.