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25,012 Bewertungen
2,931 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....



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.


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.

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2451 - 2475 von 2,904 Bewertungen für Sequence Models

von Ahmed N

Oct 02, 2018

Very Awesome Course i got knowledge about Sequence to Sequence models and how they works in practical software . Thanks to Prof.Andrew.

von Filippo V

May 19, 2020

Exercises' grader didn't accept all the functions correctly, lose much time searching in the discussion.

Too many corrections in the way

von Heinz D

Jul 09, 2020

Great instructor, good and challenging assignments. Thank you!

The grader problem in the Dinosaur Island should be solved once for all.

von Chuanxiao X

Jul 29, 2018

Everything is great except the last assignment - trigger word detection is hard to save and submit, and i can't even open it sometime.

von Tommy S

Aug 10, 2018

Parts of the critical details are a little vague, but the intuition and experience provided are extremely valuable and useful for me!

von Nisar S

Mar 18, 2018

Found it a bit harder to follow along. I believe this topic needs a more indepth treatment and possibly more time (4 weeks at least).

von Niklas V

Nov 20, 2018

Really good course, but the audio quality (repetitions, periods of silence etc) was decreasing over the course of the specialization

von Allan C M

Apr 18, 2018

The exercises are somewhat tough for this exercise I think the time should be extended by one week extra to complete the assignment.

von Jinfeng X

Nov 30, 2019

The material is great. On the other hand, if we could get a lecture on Keras, it would help us work on the programming assignments.

von Marvin J A

Mar 08, 2020

Besides some technical difficulties in the notebook (and some minor details in the video quality) the course was very informative!

von Alexander T

Jan 02, 2019

Overall well executed course and sequence. You'll pick up RNN essentials and use Keras/Tensorflow to work through simple examples.

von raghuveer n

Feb 18, 2018

Video editing is bad and assignments have lots of inconsistent wording and bugs, apart from that knowledge wise really good course

von Sudhir K

Dec 23, 2019

Course was very good and I learned a lot. I think assignments can be more open ended to encourage students to try multiple ideas.

von Vaibhav C

Feb 20, 2018

Assignments were confusing in when they seemed to work but graded wrong and sometimes they were graded correct but didn't work.


Feb 16, 2018

Some programming assignments have few errors in them (wrong equations, wrong expected output etc.) which need to be corrected.

von Alisa K

Feb 08, 2018

This course is very useful!!! I want to give you 5 stars but there are a lot of bugs on your practice course. Please check it.

von Samuel W

Aug 24, 2018

Great course. My only complaint is about the assignments. The weren't as polished as in other courses in this specialization.

von Vanja T

Feb 18, 2018

There were some puzzling parts to the programming assignments (number of trainable parameters), but overall very good course.

von Amit R B

Jan 28, 2020

Excellent course overall, but the programming assignments left me feeling a it unprepared considering the previous lectures.

von Siddharth

May 27, 2020

Very nicely explained and grateful for that. However, The assignements are little hard to follow from the previous courses.

von Joachim A

Dec 21, 2018

I am grateful for this course, it literally is redefining my career and what I want to do. Thanks for the excellent course!

von Marijan S

Apr 09, 2020

Some excercizes were subpar, and some were not interesting, but all in all very good course in which one can learn so much

von vamsi v

Oct 06, 2019

assignments were good if there is any direct interaction, taking input from the writer itself will be too much excitement.

von Himanshu A

Sep 28, 2018

Good introduction to RNNs, text/music generation, NLP etc.

Very comprehensible for intermediates and even beginners in ML.

von Qiang C

Feb 26, 2018

The low-level framework, such as torch, should be used in the assignment. keras is complicated to understand for newbie.