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學生對 deeplearning.ai 提供的 Natural Language Processing with Probabilistic Models 的評價和反饋

4.7
1,370 個評分
241 條評論

課程概述

In Course 2 of the Natural Language Processing Specialization, you will: a) Create a simple auto-correct algorithm using minimum edit distance and dynamic programming, b) Apply the Viterbi Algorithm for part-of-speech (POS) tagging, which is vital for computational linguistics, c) Write a better auto-complete algorithm using an N-gram language model, and d) Write your own Word2Vec model that uses a neural network to compute word embeddings using a continuous bag-of-words model. By the end of this Specialization, you will have designed NLP applications that perform question-answering and sentiment analysis, created tools to translate languages and summarize text, and even built a chatbot! This Specialization is designed and taught by two experts in NLP, machine learning, and deep learning. Younes Bensouda Mourri is an Instructor of AI at Stanford University who also helped build the Deep Learning Specialization. Łukasz Kaiser is a Staff Research Scientist at Google Brain and the co-author of Tensorflow, the Tensor2Tensor and Trax libraries, and the Transformer paper....

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NM

2020年12月12日

A truly great course, focuses on the details you need, at a good pace, building up the foundations needed before relying more heavily on libraries an abstractions (which I assume will follow).

HS

2020年12月2日

A neatly organized course introducing the students to basics of Processing text data, learning word embedding and most importantly on how to interpret the word embedding. Great Job!!

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76 - Natural Language Processing with Probabilistic Models 的 100 個評論(共 242 個)

創建者 FERNANDO D H S

2020年9月10日

Excellent course, although the last assignment is very straight-forward and may be good to have a more in depth coding of the loss.

創建者 Prateek J

2021年2月4日

Amazing course. Starts from the basics and then teaches concepts in-depth. The exercises are also very elaborate and well thought.

創建者 Moustafa S

2020年9月8日

now we are talking, i really enjoyed this one, this gives you a pass to the first course as i didn't enjoy it at all :D, good job!

創建者 RAJ B S 1

2020年9月6日

Amazing how you make it look so so easy and explain straight to the point. Loved the implementation details and the notebooks

創建者 Jayantha N

2020年8月7日

All my doubts about word2vec models were cleared, after taking up this course. The instructor's diction was easy to follow.

創建者 Yeison T

2022年6月2日

I'm happy to learn all ot topics about Neural Networks in NLP. Explanations are very eaiser to understand. Thanks =)

創建者 Aftab K

2021年1月18日

Very well presented with the right level of detail and emphasis along with complementary programming exercises.

創建者 Muhammad A N

2022年2月2日

E​xcellent design and delivery of the course. Makes one understand quite complicated algorithm in short time.

創建者 Bernard E

2020年10月14日

Great coding examples and exercises! All functions coded from scratch, no ML libraries used, which is great.

創建者 Thomas L

2021年2月16日

Exceptional. Second only to Andrew's course. The coding assignment's were the perfect level of difficulty.

創建者 Dustin V

2021年1月16日

Excellent primer material for probablistic NLP approaches. Sets the foundation for deep learning with NLP

創建者 Manmohan K

2020年8月3日

Loved it! The lectures as short and concise and the ungraded labs are a bonus which helped me learn a lot!

創建者 Jerry C

2020年8月4日

Great overview! Includes building of a neural network from the fundamental building blocks with numpy.

創建者 Albeiro d J E P

2020年11月14日

One of the best NLP courses i have taken in my life! Thank you so much Coursera and DeepLearning.ai!!

創建者 Wong H S

2021年6月21日

The content is useful and interesting, pretty enjoy the learning process with course's instructor!

創建者 Kwame G

2021年3月21日

Best course I did so far, the lecturer is able to explain difficult courses simply. Well done Sir!

創建者 swaroop k

2020年7月18日

The course content and exercises cover state of the art NLP applications and their implementations

創建者 Yekaterina G

2021年6月26日

Very clear and engaging lectures with awesome hands-on labs/practice and fun real world examples.

創建者 Taranpreet s

2020年10月31日

Concepts are explained thoroughly, Assignments are on the easier side, lots of spoon feeding.

創建者 Adryan R A

2022年1月9日

Excellent course if youre new to NLP, this course is simple but very deep and explained well

創建者 Martin P

2021年3月22日

Great course with great lecturers. Simple and clear explanations of many fundamental topics.

創建者 CLAUDIA R R

2021年3月11日

This course was a bit hard because it contains a lot of information but it's well explained.

創建者 John J C

2021年1月31日

Aprendí cosas nuevas que sabía como se hacían en código pero no tenía muy presente la teoría

創建者 Soo J K

2020年7月21日

This was another great course that provides a lot of chances for hands on coding experience.

創建者 Wenzhe Y

2020年9月2日

I got refreshed on NLP with the courses, great lecture and the coding are very friendly