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16,732 Bewertungen
1,830 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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26 - 50 von 1,810 Bewertungen für Sequence Models

von Juan F C U

Jul 12, 2019

Many topics are only quickly skimmed over. Serves as an overly brief introduction to RNN.

von Martin C S

Jul 13, 2019

Assignments don't match the quality of the other four courses of this specialization. Automatic grading accepts solutions despite results not matching expected results. This should be fixed.

von Zhongyi T

Jun 11, 2019

Poor submission system. Failed many times to upload and had to redo the assignments. I was using a 250Mbps high speed network. Also course materials are problematic. The instructors are not willing to fix the problems for many years.

von Yanzeng L

Feb 17, 2019

There are a lot of mistakes in programming assignment. Please update and fix it

von Tom

Sep 04, 2018

Videos are okay, but exercise is just debuging!

von Steffen R

Feb 04, 2018

super unorganized!

really really bad

von Bhaskar D

Dec 12, 2018

Excellent course. Highly recommended!

von Yoan S

Dec 11, 2018

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

von Daniel G

Dec 11, 2018

Auch der Letzte Kurs war sehr gut! Diese Spezialisierung hat sich sehr gelohnt. Der Stoff wurde gut erklärt und war sehr gut anwendbar.

von Jhon S

Nov 26, 2018


von Veeresh S

Nov 24, 2018

Thank you Andrew NG for teaching AI

von Srivathsan A

Nov 24, 2018

Awesome conclusion to deep learning. The 1 side trigger detection algorithm is good final touch. Thank you Andrew NG..

von zhiqing h

Nov 24, 2018

Very detailed hands-on assignment. Hard tho

von Brian L

Nov 26, 2018

This was an awesome sequence. I wanted to understand Deep Learning and the techniques and ideas that had advanced the state of the art beyond ordinary neural nets. I was particularly interested in Sequence Models which are of interest in my line of work.

von Sushanta P

Dec 15, 2018

Andrew Ng at it best.

von Mukund C

Dec 14, 2018

Best in the series

von 罗炜儒

Dec 14, 2018


von Michał K

Dec 15, 2018

Very good course to start dealing with RNN's.

Thank You Andrew for Your whole specialization. Now i feel like a superhero on a rise

von Kiwoong Y

Nov 27, 2018

As we proceeded with the lecture, we were able to gain a better understanding of the sequence model and further assist in envisioning entrepreneurial items. Thank you.

von Xiaoahe X

Nov 29, 2018

The course is really helpful, but It takes some time to get familiar with Keras.

von Hari K

Nov 27, 2018

Andrew makes the topic interesting and easy to grasp. The assignments are very well written. Great course!

von YASH H J

Dec 16, 2018

Great one Andrew NG sir!


Dec 15, 2018

Wonderful course with beautiful intuitions all around , one thing though bit of more mathematics involved

von Jeremy L

Nov 30, 2018

Really useful for learning NLP and Audio processing!!

von Martin T

Nov 30, 2018

I really enjoyed this course. Thanks for very interesting and practical tasks. It will be very helpful for my future work.