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学生对 DeepLearning.AI 提供的 Natural Language Processing with Probabilistic Models 的评价和反馈

4.7
1,779 个评分

课程概述

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. 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....

热门审阅

TW

Sep 20, 2024

I felt like I learned some new things from this course. Some of the maths was not as rigorous as it might have been. For example, the proof for Levenstein wasn't complete.

BN

Sep 10, 2020

This is one of the best courses i have taken. I have learned a lot from this course. Assignments were great and challenging. Thank you deeplearning.ai team for this amazing course.

筛选依据:

101 - Natural Language Processing with Probabilistic Models 的 125 个评论(共 298 个)

创建者 Jerry C

Aug 3, 2020

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

创建者 Albeiro E

Nov 14, 2020

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

创建者 Wong H S

Jun 21, 2021

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

创建者 Kwame G

Mar 21, 2021

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

创建者 swaroop k

Jul 18, 2020

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

创建者 Katya G

Jun 26, 2021

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

创建者 Taranpreet s

Oct 30, 2020

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

创建者 Adryan R A

Jan 9, 2022

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

创建者 Martin P

Mar 22, 2021

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

创建者 CLAUDIA R R

Mar 11, 2021

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

创建者 John J C

Jan 31, 2021

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

创建者 Soo J K

Jul 21, 2020

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

创建者 Caique A

Mar 7, 2024

I want to express my gratitude for offering this amazing course, its content was very good

创建者 Tay J

Sep 1, 2024

A great explanations about the probabilities and all the rules that are applied to them!

创建者 rishiraj m

Sep 29, 2022

Great course, teaches the fundamentals of the algorithm along with hands on programming

创建者 Wenzhe Y

Sep 1, 2020

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

创建者 Luca P

Aug 23, 2020

I am satisfied with the instructor and the materials offered| Thanks deeplearning.ai

创建者 Vladimir B

Jul 21, 2020

Fantastic course. I had so much fun learning about these important concepts in NLP.

创建者 Yun-Chen L

Nov 18, 2020

In this course, we go deep in NLP, and do more application with assignment. Grate!

创建者 Rafael L

Sep 26, 2020

Really great content and exercise implementing all calculations to Model training.

创建者 Muhammad S

Jul 26, 2020

In my opinion, the section about Hidden Markov Models needs more detailed videos.

创建者 Lossan B

Aug 5, 2021

Very interesting material with lot of opportunities for practice.

Great Course.

创建者 Piotr B

Sep 13, 2020

Practical approach to real-world examples, best alive online course about NLP!

创建者 Bradley W

Jul 6, 2020

exceptional course, will be able to apply some of these learnings to my job :)

创建者 Divya S

Sep 17, 2021

The content is very good . The programming assignments are the best part :)