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Natural Language Processing with Classification and Vector Spaces に戻る

deeplearning.ai による Natural Language Processing with Classification and Vector Spaces の受講者のレビューおよびフィードバック

4.6
3,525件の評価

コースについて

In Course 1 of the Natural Language Processing Specialization, you will: a) Perform sentiment analysis of tweets using logistic regression and then naïve Bayes, b) Use vector space models to discover relationships between words and use PCA to reduce the dimensionality of the vector space and visualize those relationships, and c) Write a simple English to French translation algorithm using pre-computed word embeddings and locality-sensitive hashing to relate words via approximate k-nearest neighbor search. 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....

人気のレビュー

SK

2020年7月17日

One of the best introductions to the fundamentals of NLP. It's not just deep learning, fundamentals are really important to know how things evolved over time. Literally the best NLP introduction ever.

MN

2021年5月24日

Great Course,

Very few courses where Algorithms like Knn, Logistic Regression, Naives Baye are implemented right from Scratch . and also it gives you thorough understanding of numpy and matplot.lib

フィルター:

Natural Language Processing with Classification and Vector Spaces: 176 - 200 / 726 レビュー

by Ssemambya O

2020年9月20日

The course is well explained and Understandable. It's the best choice for anyone starting out in Natural Language Processing.

by Leonardo G C

2020年8月20日

Excelent lectures, ideal for people who wants to learn NLP from the basics. The coding assignments were very well structured.

by Andrei N

2020年7月11日

A thoughtfully structured course that leads through fundamental approaches and methods in NLP developing a deeper intuition.

by Faisal R

2021年9月23日

I learned many new tecnhiques from this course, this course is very percisely explain with practically lab implementation.

by Matheus S

2021年3月1日

I love the pace adopted. Math concepts were clearly explained, and the instructors were great. Can wait for the next one!

by Anna K

2020年11月29日

I particularly liked the assignments as they focus on really interesting points regarding both theory and implementation.

by Rafael A

2020年12月11日

Very well structure course with deep concepts and jupyter notebooks for helping us understand the concepts in practice.

by Ufuk H

2021年5月9日

Well designed, comprehensive and clear. I strongly advice to anyone interested in NLP or want to improve their skills.

by Shaohui C

2021年1月17日

A great course explained concepts clearly. More sophisticated examples or assignments maybe help to understand better.

by Sean C

2020年6月22日

Videos well explained, coding a little bit challenging, learning experience perfect!

[sentiment analysis: Positive] :)

by Aryalakshmi N

2021年1月16日

Good Introduction to NLP with classification and vector spaces. Course videos and lab assignments are really useful.

by i170008 A A

2021年8月4日

Everything was explained really well and got to learn a lot of things, and also polished a few skills I already knew

by Abhishek S

2020年7月28日

The course is well aligned and assignments are really good. It gave me a lot of exposure to the theoretical concepts

by vishal b

2021年3月28日

Course is amazing . Learned concepts like word embeddings, LSH and word translation . All the labs are also amazing

by Zoltan S

2020年7月8日

A well structured course covering some of the basics. Looking forward to the other 3 courses in the specialization.

by Thomas S

2021年3月23日

A great introduction to NLP using basic probabilistic model with great intuition buildup for vector spaces in NLP.

by Sunil K J S

2020年8月27日

Concepts are explained in a highly structured manner. The assignments help in verifying how much we have learned.

by Dhanuka R M

2020年7月29日

Was a great course. Instructors were very clear. Assignments are good. Not very hard but not really easy either.

by Meng

2021年3月30日

Lab sections are very helpful! Topics are very interesting & useful, especially the locality sensitive hashing!

by Juan S P V

2020年7月30日

This course is very important if you want to start study NLP, it is intutively and with huge among of contents.

by Albeiro d J E P

2020年11月14日

One of the best NLP courses with a wonderful NLP introduction! Thank you so much Coursera and DeepLearning.ai!

by Ochilov T

2020年8月16日

Very structured course. I highly recommend and mentors are really knowlegeable. I build good intution into NLP

by MAYANK S

2021年5月19日

Loved the way how everything is taught from scratch using numpy. Thank you for creating such wonderful course

by AKHIL S

2020年8月14日

Great course!! I love all the courses fro deeplearning.ai. Amazing lectures and fabulous notebooks. HatsOFF

by Sebastian

2022年4月11日

Very detailed explanations and nice training exercises to implement what one has learned in the lectures.