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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
30,698 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

Jul 1, 2019

The course is very good and has taught me the all the important concepts required to build a sequence model. The assignments are also very neatly and precisely designed for the real world application.

MK

Mar 14, 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

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1201 - 1225 of 3,751 Reviews for Sequence Models

By Vladimir Y

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Aug 25, 2022

Very nice course!

Tuffer than the other in this specialization, but still worth the effort!

By Baskar S

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Jun 16, 2022

Dr Andrewng is a great teacher. Many a things I have understood coming here. Thanks a lot.

By Heidi P

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Jun 11, 2022

I really enjoyed this course - and was pleased to get a chance to experience Transformers.

By Elise W

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Jan 21, 2022

The last assignment is quite challenging, but worth it. Pleasant to recommend the content.

By Rian F J

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Nov 23, 2020

Very exciting course! I recommend machine learning beginners and enthusiasts to take this.

By Adarsh V

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Aug 4, 2020

One of the best specialisations from one of the best and most passionate instructors ever.

By Aleksander M

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Jul 11, 2020

Great content, cool programming assignments! I am very grateful I could take this course ❤

By Vyshak P

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Jun 25, 2020

I had gone through the lectures many times as it gives more intuitions about the concepts.

By Onuigwe V

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Jun 24, 2020

Excellence course. I enjoyed training my model to trigger my word in an audio, 'activate'.

By Elad A

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Feb 24, 2019

Thanks for this wonderful course specialization! I enjoyed it very much and learned a lot!

By Ayan M

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Dec 19, 2018

Very good course providing excellent insight into the application of Deep Learning in NLP.

By Piyush B M

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Mar 27, 2018

Would be great if you could add a week on time series analysis, modelling and forecasting.

By Robert T

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Feb 9, 2018

A perfect course at the Intermediate Level to prepare you for Advanced Deep Learning, etc.

By Artin Z

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Jun 8, 2023

Mr. Andrew Ng really has a magical power in making complex tasks easy and understandable!

By Bohao L

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Apr 13, 2023

Best materials I've seen that explain in details how rnn, gru, lstm and transformer work.

By Sohan A

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Sep 8, 2022

This was my firsty dl course its amazing, covers theory very well and code practices too

By Luiz G G

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Apr 7, 2021

Excelent Course :-)... I would recommend for anyone who wants to learn RNN, GRU and LSTM.

By Genyu Z

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Dec 2, 2019

Good enough. Thanks Andrew, this specialization will be a start of my deep learning trip.

By Kadir K

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Dec 9, 2018

Thank you Andrew Ng for the great tutorials. That absolutely shed lights ahead my career!

By John P

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Mar 15, 2018

A very accessible introduction to sequence models and RNNs. Excellent course, thank you!

By Tejas L

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Feb 18, 2018

What an amazing course!

Week3 assignments blew my mind! Some core engineering problems too

By VL

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Feb 9, 2018

NLP and speech recognition intition with real world coding examples. What is not to link?

By charan k

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Jul 1, 2022

Thank you for everything sir!! It's been a truly wonderful experience to learn from you.

By Mi Z

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Sep 3, 2021

Great course, I attend all of the deepleaning courses, Itis worth of reviewing repeatly.

By Yoni K

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Jan 31, 2021

I would like to have more and harder programming assignments and start them from scratch