Chevron Left
Back to Natural Language Processing with Classification and Vector Spaces

Learner Reviews & Feedback for Natural Language Processing with Classification and Vector Spaces by DeepLearning.AI

4.6
stars
4,513 ratings

About the Course

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. 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

YB

Oct 16, 2022

This course is excellent and is well-organized​. I would definitely recommend it to others. The instructor​ explains the topic in a crystal clear way​. I​ learned a lot and had a great time. Thanks!

MR

Feb 12, 2023

I really enjoy and this course is exactly what I expect. It covers both practical and conceptual aspects greatly and I recommend everyone to enroll in this course to make their NLP foundations strong

Filter by:

876 - 890 of 890 Reviews for Natural Language Processing with Classification and Vector Spaces

By Khang “ P

Oct 27, 2021

The exercise is really badly designed. The "fill in the blank" lab do not help students actually learn. The videos is just a scratch on the surface and do not give students a good understanding of the problem. How you can suppose someone to take in NLP without prior knowledge of calculus or linear algebra?

By Sheikh S R

Aug 7, 2022

NLP specialization teaches Logistics regression which must be part of data science 101. Absolute waste of time.! Course 1 & 2 are absolute unnecessary and only for profit maximization because it takes time to finish the hands on exercises.

By harish k

Jan 31, 2021

Each video is ranging from a minute to 5 minutes, which will become bit tough in knowing subject and also the intuition behind each concept is not explained clearly. Will not recommend this course for learning NLP

By Abhishek M

Jul 18, 2024

Stuck at week 3 and week 4 assignments. Atleast for Week 3 i am 100% the grading is incorrect, It is VERY VERY frustrating, please give me my refund for wasting time! Thank you!

By aki n

Mar 3, 2023

I could not finishe the course because I have a compiling trouble.

Is there any way to initialize the assighnment file?

By Jing W

May 26, 2022

very now or then 2mins of truncated videos make inconsistent, disruptive learning experience.

By Tamas I

Sep 8, 2020

Very light content, no depth to many of the concepts. Not worth the money.

By Kim M Q

Jul 21, 2024

I keep getting unexpected error at lab 4 and cant not finish the course

By Janakiram C

May 10, 2023

I have submitted the week 4 lab assignment but it is grading as zeros

By Ngacim

Nov 1, 2020

Just ignore videos. They're kind of wasting your time.

By Shiny J S

Oct 31, 2020

A disaster of the programming assignment grading

By Neko A

Oct 20, 2022

no forum, broken grading test but no fix

By Elshan B

May 2, 2021

Assignments notebooks were not launched.

By Masami K

Jun 29, 2024

Too hard

By Baivab S

Oct 6, 2022

good