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學生對 deeplearning.ai 提供的 Sequence Models 的評價和反饋

4.8
26,176 個評分
3,089 條評論

課程概述

In the fifth course of the Deep Learning Specialization, you will become familiar with NLP models and their exciting applications such as speech recognition, music synthesis, chatbots, machine translation, natural language understanding, and more that have become possible with the evolution of sequence algorithms thanks to deep learning. By the end, you will be able to build and train Recurrent Neural Networks 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. DeepLearning.AI is proud to partner with NVIDIA Deep Learning Institute (DLI) to provide a programming assignment on Machine Translation with Deep Learning. Get an opportunity to build a deep learning project with leading-edge techniques using industry-relevant use cases. The Deep Learning Specialization is our 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 gain the knowledge and skills to apply machine learning to your work, level up your technical career, and take the definitive step in the world of AI....

熱門審閱

AM
2019年6月30日

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.

WK
2018年3月13日

I was really happy because I could learn deep learning from Andrew Ng.\n\nThe lectures were fantastic and amazing.\n\nI was able to catch really important concepts of sequence models.\n\nThanks a lot!

篩選依據:

326 - Sequence Models 的 350 個評論(共 3,060 個)

創建者 Emmanuel T

2019年11月21日

Great course! I feel some great accomplishment having finished this specialization I began 2 months ago. This one course could use a bit more of Keras hints or optional Keras course for those who do not have a regular use of the framework.

創建者 Xinyu L

2018年10月31日

This course is great if you want to know about sequence models for areas like nlp and speech recognition. They provide assignments that is solvable and their forum is active, and you can always find people solved your confuse on assignments.

創建者 yangfan x

2018年3月28日

The video lectures are awesome. But the project is too fast-paced. I feel I am just following the instruction and keras doc, instead of understanding how keras works. Testing me how to create dict in Python didn't make me feel happy. Thanks!

創建者 Tashreef M

2020年5月19日

I think considering the other courses, Sequence Model course was a little bit faster and it covered a lot of topics, so it was a little tough to keep up. But what I learnt was quite a lot and I think it is is quit a very good course indeed.

創建者 Pedro H

2018年12月6日

Great course: material, instructor, assignments, everything! Perfect way to introduce or consolidate your knowledge in recurrent neural networks to model sequence data with a really strong component of direct industry-relevant application.

創建者 hervind

2018年3月23日

Well structured and easy to comprehend.

Mr Andrew Ng and team has organised the course in the best way.

Through this course I get new theory and programming experience for my self.

The exercise is fun like naming dinosaur

Thanks after all

創建者 Mehul

2019年8月27日

Feels great to complete this wonderful journey. Once again thank you Andrew Sir for creating this type of novel courses, great to have you as an instructor. Hope I someday would build a great model of my own, and get a chance to meet you!

創建者 Alex B

2018年3月22日

Very good, by necessity it's a little hand-holdey but otherwise it would take an unreasonable amount of time to cover the material. Hopefully I'll be able to leverage the background i gained in the specialization in future job experience.

創建者 Anthony S

2021年2月7日

Excellent Overview of Deep Learning. I did a PhD in AI 30 years ago and this was a great introduction to the latest research. I highly recommend to beginners and old timers like me to get up to date on the latest research and techniques.

創建者 Huy N M

2020年7月30日

This course give me opportunities to dive in to RNN and other architectures relating to NLP. Although it is a little bit tougher than 4 previous courses (in this specialization), it provides several interesting applications in real life.

創建者 Khushal M

2019年4月11日

I think it is the best courses designed so far. Gives you exactly the appropriate amount of information needed to understand basics behind sequence models. A must do course for all the students who want to pursue a career in this field.

創建者 Amanda W

2019年3月21日

Andrew Ng does an excellent job of explaining and teaching various sequence models in a format that any layman can understand. I really enjoyed this course and look forward to taking more corses with Mr. Ng and his staff in the future.

創建者 刘尧

2018年11月17日

Finally, I finished all the courses of the specialization within 4 weeks! Great courses, and I will recommend everyone I met who wants to learn ML and DL to go and see this series of courses. Thank Andrew Ng and course assistant as lot!

創建者 Yong B S

2020年8月30日

This is my last course of deep learning specialization class. I've learned the hottest topics in AI fields. I am really appreciate the Prof. Ng for his wonderful teaching and excellent lectures and hard work. Thanks a lot to COURSERA.

創建者 Surya B

2020年1月11日

Excellent course. The instructor is able to teach difficult concepts in a very simple way which make them very easy to understand. Enjoyed the programming assignments. Looking forward to any course Andrew Ng might teach in the future.

創建者 Martín C

2020年6月7日

¡Excelente curso! Llegar hasta acá haciendo la especialización vale el esfuerzo. Andrew Ng como siempre un gran maestro.

Excellent course! Getting here doing the specialization is worth the effort. Andrew Ng as always a great teacher.

創建者 Christian D

2020年11月23日

the course is really well made, just enough theory and lots of practical labs. Although it does not go deep in the theoretical explanation, it develops intuition and triggers a curiosity to go further and continue to learn.

Bravo!

創建者 Daniel G

2018年3月16日

My only constructive criticism is: more difficult homework, or more homework in general. The programming assignments seem very important for internalizing concepts, and this course covers a lot of material in a short period of time.

創建者 S.KRISHNA K

2021年2月17日

It wasn't easy to finish. Comparatively 3 weeks only, but the content is hard. Compared to Computer Vision techniques, NLP techniques are harder to develop an intuition around. But a great learning experience. Interesting projects.

創建者 Maria V

2021年1月10日

Every course with Andrew is worth it. He is great at explaining details and providing examples even for quite complex topics.

The most useful thing for me in Andrew's are programming assignments. I enjoyed them immensely, thank you!

創建者 JAGRUTI P

2020年8月27日

A very good course on Sequence Models starting from the basics to designing a trigger word detection model. I will surely recommend the course if you are a deep learning enthusiast or you want to brush up your skills in this field.

創建者 Aliaksandr S

2018年10月22日

Excellent material; though VERY dense. Notebooks still have some issues, but forums are really helpful. I feel that first 3 courses were much better prepared; though CNNs/RNNs are still super-useful despite not being 100% polished.

創建者 Junliang Z

2018年10月17日

Really funny section about sequence model with interesting examples, helping me to understand how to learn the pattern of sequence data and transfer it to useful information. arouse my curiosity about other application in this area

創建者 Sundar S

2018年9月13日

Amazing set of courses. Learned a ton of information that I will directly use at my current work and beyond. And Andrew is a fantastic teacher that really engages with his students (despite this being an on-demand online course).

創建者 Nitesh K

2020年9月24日

I enjoyed this course thoroughly. Excellent platform to start Deep Learning. This course has touched almost every concept of deep learning. It has provided me the solid base now I am confident enough to take it to the next level.