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Learner Reviews & Feedback for Natural Language Processing with Probabilistic Models by DeepLearning.AI

4.7
stars
1,694 ratings

About the Course

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....

Top reviews

AH

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Very good course! helped me clearly learn about Autocorrect, edit distance, Markov chains, n grams, perplexity, backoff, interpolation, word embeddings, CBOW. This was very helpful!

PP

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I'm really thankful to the professors for sharing there knowledge and experience and creating this excellent course. I have learnt a a lot. Thank You !!!

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151 - 175 of 293 Reviews for Natural Language Processing with Probabilistic Models

By Ioannis A

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Jun 2, 2024

Amazing course and well-thought Jupyter notebooks.

By Ahmad L A

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Aug 26, 2024

Some things like PCA need to be clearly explained

By MURALITHARAN S

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Aug 25, 2020

Excellent: Hands' on & Notebooks, Videos are good

By Ishan B

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Dec 6, 2020

Especially week 4 - Word Embeddings was amazing!

By Yuanwen W

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Jun 27, 2020

Great quality! Very clear on word embeddings.

By Raul S d P

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Nov 4, 2021

I have understood complex topics thoroughly.

By Chinmay P

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Oct 15, 2020

Really liked the exercises and the structure

By Jakousi U C

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Jul 5, 2020

This course was a little more challenging

By Jamiil T A

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Jan 24, 2021

excellent course with necessary details.

By Paulo M

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Nov 1, 2020

Very good! This new format is very good!

By satish b

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Nov 11, 2020

Course Assignment quality is very good!

By Matthew M

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Aug 9, 2021

Cracking course :) Keep on keeping on

By Mohsen A F

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Oct 24, 2020

The clarity of exposition was superb!

By Anonymous T

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Oct 15, 2020

great course content and explaination

By Andy D

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Aug 23, 2020

It's really good and useful for me.

By Himalaya K

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Dec 19, 2020

Awesome course. Thank you so much!

By azzam a a a

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Feb 21, 2024

excellent course really wonderful

By Jahid H

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Dec 27, 2020

Great course. Younes was perfect.

By Tomin J

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Sep 26, 2020

Very challenging but rewarding.

By Hanjie D

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Feb 14, 2021

Straightforward explanations

By Jyotin P

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Nov 18, 2020

Amazing course, well taught.

By Ruiwen W

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Jul 21, 2020

useful including probability

By Jay N P

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Aug 3, 2020

Really great course for NLP

By José L S

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Oct 12, 2021

Excellent Specialization!