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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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1176 - 1200 of 3,671 Reviews for Sequence Models

By Siva H S

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Oct 19, 2018

Great Course by Andrew. I have recommended the course to many of my friends and colleagues.

By Ash H

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Mar 13, 2018

We certainly need a better Keras tutorial using Functional API . In particular around RNN's

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 20, 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 26, 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.