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Kursteilnehmer-Bewertung und -Feedback für Sequence Models von deeplearning.ai

4.8
Sterne
27,018 Bewertungen
3,212 Bewertungen

Über den Kurs

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-Bewertungen

AM
30. Juni 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.

MH
21. Apr. 2020

Very good. I have no complaints. I though instruction was very clear. Assignments were very helpful and challenging enough that I learned something, but not so challenging that I got stuck too often.

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301 - 325 von 3,203 Bewertungen für Sequence Models

von Shaelander C

11. Apr. 2020

One of the best Professors I ever came across. This Course is Precise and Clear. I am writing this today and will view is again when I achieve success in my life " This Specialization is the stepping stone towards my future "

Thank you, Professor Andrew Ng,

von AMRICHE A A E

16. Mai 2019

The course is another great addition to the specialization. Very well designed and delivered. A big thank you to the Professor Andrew Ng and his team as well as Coursera. It was a great experience and I am very pleased that I took the entire specialization.

von Manik S

17. Juni 2018

A tough one. The notebook was very slow and and unstable.I like the original ML course's way of guiding us more. The suggestions on what should be done on every line make me lazy and I often don't focus hard enough on the intuition and math behind the code.

von Fernando H F

20. Jan. 2019

Great course! Andrew is great in explaining complex definitions with simple and understandable explanations. The course goes deep in multiple applications of Sequence Model for Time Series Data, and the programming exercises are challenging and rewarding.

von Raghunandan S

29. Okt. 2018

The course detailed, informative and elaborate. The programming exercises are using libraries Tensorflow and Keras. A familiarity of these libraries is very helpful. It would be great if an introduction to the fundamentals was a part of the course itself.

von Quentin M

1. Aug. 2021

As always Prof Ng explains complicated ideas in a very easy to understand step-by-step breakdown. Really an excellent course with some fascinating application examples you'll want to spent some time playing with yourself long after the course is finished.

von Jay P

31. Mai 2020

This was one of the most interesting and well taught courses here. After this course, I was able to understand research papers in this area which were previously quite difficult and alien to me. I was also able to implement the models in them successfully

von Zhi L

17. März 2020

Learned a lot of new skills and faced really great challenge especially when using different framework, troubleshooting make me feel headache. But learning new framework is also exciting. Still have a long way to go. Thank you so much Andrew and the team!

von Maciej M

4. Aug. 2019

Brilliant, the best introduction to sequence models I could hope for. Because the material goes through multiple levels of complexity, I revisit it on a regular basis, even after finishing the course, and every time I am able to gain additional knowledge.

von Brian L

25. Nov. 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 Andres G

1. März 2020

Great course! It teaches the necessary to implement deep neural networks problems and give you practical advice. You can go deeper as you want in the material of this course, the programming assignments can be extended by going into the optional content.

von Gil E B

15. Aug. 2019

So much gray area about sequence model was covered here! Broad topics covered with practical exercises make this course a must-have when dealing with sequence-related problems in deeplearning.

Thank you Andrew Ng and to the team for this wonderful course!

von Ajita D

11. Juli 2018

A very enjoyable course.Every concept is explained is very intuitive way by Andrew Ng.Thanks to all the organizers for such a wonderful course.All new concepts are also discussed.Anyone who wants to learn about AI ,should definitely opt for this course.

von Athul R

31. Mai 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 Sandeep K M

30. Mai 2018

I was happy to learn about the Speech processing and more importantly when the system recognizes the "Activate" word. The way professor Andrew explains difficult topics is really appreciable. Thanks a ton for making the complex subject so easy to learn.

von ANGIRA S

31. März 2018

Having done the previous courses or not, this course will teach a whole lot about the past, present and future of NLP. At the end, as Prof. Andrew Ng has said, one can feel proud about how easily a topic can be explained with the help of just one slide.

von Shivam M

8. Mai 2020

This was the last course of specialization and it was a great journey. Thank you Sir Andrew NG for making such a wonderful course. Thank you coursera for giving us a great platform. Talking about course, it was a great course to learn NLP from scratch.

von Ravi P B

23. Apr. 2020

Excellent course to get the nuts and bolts of sequence models and natural language processing using deep learning.As always instructors have been absolutely brilliant.Really really enjoyed the course.The course offers excellent programming assignments.

von Arash A

15. März 2020

Such an amazing course. Andrew is such a great instructor. Actually, it is thanks to the whole Specialization that I'm making now my own career as Chief AI Scientist for a Health Tech Start Up.

I'm endlessly grateful to Andrew and this Specialization!

von Ruthuparna K

31. Aug. 2020

The best introduction to NLP and RNNs. Andrew Ng is simply remarkable and the assignments were interesting too. Highly recommend it for others. Felt a tad nostalgic as this was the final course of the specialization - Andrew Ng has that effect on you.

von Gokulakannan S

8. Juli 2020

It was a great experience!! I have completed my entire module of Deep Learning. I am now good to go with Deep Learning. Wish me luck!! Thanks a lot, Andrew Ng and team for creating this beautiful journey!! I hope you spread this knowledge everywhere.

von Yuwen W

2. März 2020

This course, as always, de-mystifies a quite complicated topic and gives very good intuition why the models work. For example, LSTM is very complicated unit but Andrew illustrates well what it tries to achieve. That said, this is a very tough course.

von Jeswin S R W

5. Juli 2020

This course is one of the best course we can take for deep learning.The quiz assignment was good.The programming assignment was easy to understand many functions which i find it difficult in videos.Overall the instructor Andrew Ng lecture was good

von Shahzad A K

14. Apr. 2020

This course covers a lot of ground and provides many opportunities to practice the concepts. I just wish there were one or two (possibly optional/honors ) assignments with fewer walk through instructions so one could test one's learning for real.

von João M C d N

2. Mai 2019

This was very cool, RNNs seem very powerful. I don't think the programming exercises were the best to get some experience but I really like the way Andrew explains the algorithms. Still 5*

(They are totally using these reviews for text analysis :P)