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18,174 Bewertungen
1,965 Bewertungen

Über den Kurs

This course will teach you how to build models for natural language, audio, and other sequence data. Thanks to deep learning, sequence algorithms are working far better than just two years ago, and this is enabling numerous exciting applications in speech recognition, music synthesis, chatbots, machine translation, natural language understanding, and many others. You will: - Understand how to build and train Recurrent Neural Networks (RNNs), and commonly-used variants such as GRUs and LSTMs. - Be able to apply sequence models to natural language problems, including text synthesis. - Be able to apply sequence models to audio applications, including speech recognition and music synthesis. This is the fifth and final course of the Deep Learning Specialization. is also partnering with the NVIDIA Deep Learning Institute (DLI) in Course 5, Sequence Models, to provide a programming assignment on Machine Translation with deep learning. You will have the opportunity to build a deep learning project with cutting-edge, industry-relevant content....



Oct 30, 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.


Jul 01, 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.

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276 - 300 von 1,948 Bewertungen für Sequence Models

von Ram R

May 20, 2018

Great course! THanks for putting this together for the world to learn!

von Sandeep P

Jun 27, 2018

An excellent introduction to the theory and practice on recurrent deep neural networks. Great usage of all the 4 courses in this series to culminate with this course as a great finish to deep learning theory and implementation.

von Niteesh T

Feb 08, 2018

Best Ever

von Mrigank T

Feb 22, 2018

Just awesome! I am very thankful.

von Jesús P S

Mar 26, 2018

A really good course! However it can go deeper with other type of timeseries problems :)

von Athul R

May 31, 2018

This course is Very structured, concise and organised. I really enjoyed this course especially the Attention Mechanism in the Neural Machine Translation. Also the the trigger word assignment was both enjoyable and insightful. Thank you so much Andrew Ng

von Brett W

Feb 23, 2018

A great course. Well thought out with some challenging projects. Although I would have liked some primers on Keras.

von Janzaib M

May 24, 2018

Perfect Start for Understanding RNNs, LSTMs, BRNN, Attention and Basic NLP. It gets you up and running with very easy KERAS implementation of the things.

von David R R

Feb 20, 2018

Such a great course. It explains everything from scratch and teach you how to code in numpy (scratch) and how to code in keras to build high performance system (instead of tiny datasets).

I recommend this corse and the DeepLearning specialization as well. Thank you.

Es un curso muy bueno. En el se explica todo desde cero y te enseña como programar los modelos en Numpy (desde cero) o usando keras para crear modelos de alto rendimiento (a pesar de los datasets pequeños por falta de capacidad de computo).

Recomiendo este curso a todo el mundo asi como tambien las especializacion completa en DeepLearning. Gracias

von Xiujia Y

Mar 03, 2018


von Avineil J

Feb 09, 2018

Superb! The course content is brilliant, and while the assignments are geared towards NLP, they do a good job of explaining the concepts!

von Eagle Y

Feb 05, 2018

I highly recommend this course to all audience. Professor Ng is an outstanding researcher with tremendous amount of experience. Moreover, he is a well-known lecturer in terms of his clear explanation and interesting examples provided in class. I have gained a lot of experience as well as knowledge in the field of deep learning. I am very grateful for his time and effort for providing all the resources here.

von Ahmad A E

Apr 23, 2018

Thanks dr Andrew ,i have learned more from you

von Murad O

Feb 13, 2018

I find this course much better done and prepared than the course on ConvNets. I also learned much here and found it interesting and educational.

von Hari K M

Feb 27, 2018

Very good but comparatively difficult course in the specialization. Do take this course for sure if you want to make some cool stuff.

von Ratthachat C

Mar 18, 2018

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

von Nilesh I

Mar 18, 2018

Awesome course.

von Pengyue W

Apr 22, 2018

Great course!


Feb 22, 2018

loved it.

von artprog

Mar 26, 2018

interesting and intuitive!!! very great!!!

von 孔昕

Feb 12, 2018

Thanks Andrew Ng!

von Zach P

Feb 15, 2018

Great course--well taught, practical and interesting material.

von Kyle S

Mar 04, 2018

My favorite in the specialization!

von Wonjin K

Mar 14, 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!

von 刘稳业

Mar 27, 2018

Excellent course