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

4.6
stars
4,441 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, 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

SJ

Jul 17, 2020

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

May 24, 2021

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

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326 - 350 of 876 Reviews for Natural Language Processing with Classification and Vector Spaces

By Lossan B

Jul 17, 2021

Very excellent course with opportunity to practice; that is great.

By Usama I P

Apr 28, 2021

I started loving NLP after this course and one of the best course.

By Jonathan N O B

Aug 9, 2020

Clear videos and challenging exercises. It was a great experience.

By Azeem` S

Sep 1, 2024

A great start for my NLP career. I will jump now to second course

By Rajkumar L

Dec 7, 2023

Proper coverage of building blocks of Natural Language Processing

By Deep G

Aug 9, 2021

as well fantastic material and presentation from deeplearning.ai

By Jamiil T A

Jan 13, 2021

Highly recommended even for advanced and/or experienced learners

By Hassan J

Feb 1, 2022

A very well explained course along with great resource material.

By Abraham H Z

Nov 30, 2020

I really liked it, it helped me understand the principles of NLP

By Sara M

Nov 20, 2020

The course was amazing! I learned a lot! Only HW4 was consfusing

By RAFID A

Nov 16, 2020

Really good course, it taught me about NLP from the very basics.

By Andy D

Aug 10, 2020

I really like this course and I think it's really useful for me.

By Ganesh M

Jul 15, 2020

Assignments are really good, concepts are clear in a better way.

By Thomas S

Aug 20, 2022

I really liked. Deep but not to deep and it made a lot of fun.

By Vincent T

Jul 20, 2020

Very easy to follow + Very relevant to my work! You guysare ace

By arshit k

Jun 29, 2020

Very good if you wanna get into NLP. Very simple explanations.

By AVIJIT J

Oct 27, 2023

Very good learning, very effective, nothing better than this.

By Juan L G M

Jul 3, 2022

Excelente curso, da las nociones básicas para empezar en NLP

By Umang S

Nov 27, 2021

Loved the whole course and the flow/ Thanks for making this!

By Caner C Y

Dec 15, 2020

Good starting point for those who do not know much about NLP

By Saurabh S

Jul 11, 2020

It's really good for the NPL practitioner. Much Recommended.

By Hugo C

Jun 12, 2023

great course ! so helpful to get really concrettly into nLP

By MIQUEL S L

Jul 17, 2021

Short and nice introductory course to an interesting topic.

By Marlin124

Oct 26, 2020

Amazing course to get started with the fundamentals of NLP.

By Pawan K J

Oct 22, 2020

Awesome course with concepts ranging from basics to advance