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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
1,342 个评分
237 条评论

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, 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....

热门审阅

NM

Dec 12, 2020

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

Dec 2, 2020

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!!

筛选依据:

126 - Natural Language Processing with Probabilistic Models 的 150 个评论(共 237 个)

创建者 MURALITHARAN S

Aug 25, 2020

Excellent: Hands' on & Notebooks, Videos are good

创建者 Ishan B

Dec 6, 2020

Especially week 4 - Word Embeddings was amazing!

创建者 Yuanwen W

Jun 27, 2020

Great quality! Very clear on word embeddings.

创建者 Raul S d P

Nov 4, 2021

I have understood complex topics thoroughly.

创建者 Chinmay P

Oct 15, 2020

Really liked the exercises and the structure

创建者 Jakousi U C

Jul 5, 2020

This course was a little more challenging

创建者 Jamiil T A

Jan 24, 2021

excellent course with necessary details.

创建者 Paulo M

Nov 1, 2020

Very good! This new format is very good!

创建者 satish b

Nov 11, 2020

Course Assignment quality is very good!

创建者 Matthew M

Aug 9, 2021

Cracking course :) Keep on keeping on

创建者 Mohsen A F

Oct 24, 2020

The clarity of exposition was superb!

创建者 Anand K

Oct 15, 2020

great course content and explaination

创建者 Andy D

Aug 23, 2020

It's really good and useful for me.

创建者 Himalaya K

Dec 19, 2020

Awesome course. Thank you so much!

创建者 Jahid H

Dec 27, 2020

Great course. Younes was perfect.

创建者 Tomin J

Sep 26, 2020

Very challenging but rewarding.

创建者 Hanjie D

Feb 14, 2021

Straightforward explanations

创建者 Jyotin P

Nov 18, 2020

Amazing course, well taught.

创建者 Ruiwen W

Jul 21, 2020

useful including probability

创建者 Jay N P

Aug 3, 2020

Really great course for NLP

创建者 Jose L L d J S

Oct 12, 2021

E​xcellent Specialization!

创建者 Jose G P R ( B

Jan 11, 2021

It is an excellent course

创建者 Luis A

Sep 26, 2020

Excellent course in NLP.

创建者 Chandramouli S

Sep 25, 2020

Very nicely explained.