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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: 201 - 225 / 726 レビュー

by Souvik D


This is a fundamental course of NLP starting from the scratch yet very challenging and well put together.

by Greg S


I liked this course. It struck a good balance between holding your hand and letting you learn by doing.

by Ramachandran M


Course is great

Sometimes there is penalty in grades for using alternate methods to arrive at same answer

by Christopher H


I enjoyed this course. Practical and labs were great. Loads of concepts introduced that are interesting.

by Paulo M


Very good! I liked that you put more exercise among the lectures. It make all the diference! Very Good!!

by Bala P C


This was a very comprehensive first course to get started with NLP.

Looking forward to the other courses!

by A V A


Thoroughly enjoyed learning.. Videos and Jupyter Notebooks have a lot of content. Nicely planned course!

by Shishir K


I like the course. Especially the math behind these concepts. Word Embeddings was explained very nicely.

by Fred B


This course is really interesting and I'm grateful to Dr. Andrew Ng and his team for the good work done

by Zanyu S


A good class for people who hope to learn the algorithms and application of NLP. I learn a lot from it.



Thank you for this wonderful course. Assignments are the main learning,of this course than the videos.

by Dao M D


Great introductory courses for NLP with great examples and uses of basic machine learning algorithms!

by I'M J


Extremely helpful in understanding the functionality of NLP both how it works and what it's used for.

by Elango M


A very simple and clean introduction to the idea of NLP with Linear algebra and Basic ML algorithms.

by Brandon R


Simple introduction to NLP. Great for beginners who are not sure where to get started in this space.

by ziqian p


I really appreciate this great course as it is very clear and useful, everything is suitable for me.

by Jia H


A very good course as an introduction to NLP. But I find some tips in the assignment are misleading.

by Akhil M


The best course in NLP. Short videos, in-depth explanation of each topic, project-based assignments.

by Sandeep S


Extremely helpful course. Great concepts taught and demonstrated video lectures, lab and exercises.

by Ирина Д


I wish all the courses were like this one! Perfect organization and materials, thank you so much!

by Reza J


What a great course. It was really applicable to me. I'm impatiently waiting for the next course.

by Uma G


Great content covering a lot of NLP concepts and difficult assignments! Enjoyed doing the course!

by Aditya V


Great introductory course on NLP. Teaches from the basic in a much detailed and sequence fashion.

by Pei H C


Thank you for the effort in putting up this course. It is very well done and I have learnt a lot.

by Mr A


simple explanation and in-depth math everything is clear and simple thanks for the great course.