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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

AM

Jun 30, 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.

JY

Oct 29, 2018

The lectures covers lots of SOTA deep learning algorithms and the lectures are well-designed and easy to understand. The programming assignment is really good to enhance the understanding of lectures.

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1151 - 1175 of 3,621 Reviews for Sequence Models

By Rajesh V

Apr 10, 2019

As usual, Andrew Ng made these concepts extremely accessible . A great learning experience !

By LIYufei

Mar 10, 2018

Very interesting examples, A lot to learn for Python, Thank you all for this wonderful work!

By Kedong S

Feb 9, 2018

I feel a little sad that this good course is over. Hope to have more courses. Thank you all.

By amir h r

Nov 16, 2022

wooow

an amazing course

It was so difficult for me but it was worth it!!!!!

Thanks professors

By Minh N

Jul 12, 2021

Best DL Course through all platform and universities that I awared of! Thanks Professor Ng!

By Priyanshu T

Jul 6, 2020

Great Course. Gives a great exposure to Natural Language Processing and the math behind it.

By Thota m s s

Nov 21, 2019

According to me , Andrew sir has missed some of the NLP topics? I think but not sure of it.

By Debabrata M

Jul 27, 2019

Amazing course on Sequence Models. Extremely useful with the real world applications of AI.

By poleNgrek

Mar 4, 2019

A great course for everyone who wants to use deep learning for natural language processing.

By 罗炜儒

Dec 14, 2018

该门课程对序列模型的讲解由浅入深,一步步带领我们从最基础的RNN走到最后的LSTM及更复杂的模型,作业十分有趣,尤其是课程最后一次作业能让我们真切感受到深度学习的力量及其给我们的作业

By Sivaharsh S

Oct 19, 2018

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

By Ash H

Mar 13, 2018

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

By Vladimir Y

Aug 25, 2022

Very nice course!

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

By Baskar S

Jun 16, 2022

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

By Heidi P

Jun 11, 2022

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

By Elise W

Jan 20, 2022

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

By Rian F J

Nov 23, 2020

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

By Adarsh V

Aug 4, 2020

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

By Aleksander M

Jul 11, 2020

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

By Vyshak P

Jun 25, 2020

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

By Onuigwe N V

Jun 24, 2020

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

By Elad A

Feb 24, 2019

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

By Ayan M

Dec 19, 2018

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

By Piyush B M

Mar 26, 2018

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

By Robert T

Feb 9, 2018

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