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Natural Language Processing with Classification and Vector Spaces に戻る 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



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....




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.



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


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

by Ssemambya O


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

by Leonardo G C


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

by Andrei N


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

by Faisal R


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

by Matheus S


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

by Anna K


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

by Rafael A


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

by Ufuk H


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

by Shaohui C


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

by Sean C


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

[sentiment analysis: Positive] :)

by Aryalakshmi N


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

by i170008 A A


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


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

by vishal b


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

by Zoltan S


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

by Thomas S


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

by Sunil K J S


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

by Dhanuka R M


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

by Meng


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

by Juan S P V


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


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

by Ochilov T


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



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



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

by Sebastian


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