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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
29,853 ratings

About the Course

In the fifth course of the Deep Learning Specialization, you will become familiar with sequence models and their exciting applications such as speech recognition, music synthesis, chatbots, machine translation, natural language processing (NLP), and more. By the end, you will be able to build and train Recurrent Neural Networks (RNNs) and commonly-used variants such as GRUs and LSTMs; apply RNNs to Character-level Language Modeling; gain experience with natural language processing and Word Embeddings; and use HuggingFace tokenizers and transformer models to solve different NLP tasks such as NER and Question Answering. The Deep Learning Specialization is a foundational program that will help you understand the capabilities, challenges, and consequences of deep learning and prepare you to participate in the development of leading-edge AI technology. It provides a pathway for you to take the definitive step in the world of AI by helping you gain the knowledge and skills to level up your career....

Top reviews

AM

Jun 30, 2019

The course is very good and has taught me the all the important concepts required to build a sequence model. The assignments are also very neatly and precisely designed for the real world application.

JY

Oct 29, 2018

The lectures covers lots of SOTA deep learning algorithms and the lectures are well-designed and easy to understand. The programming assignment is really good to enhance the understanding of lectures.

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951 - 975 of 3,621 Reviews for Sequence Models

By Александр З

Jul 7, 2019

Amazing course. Sequence model are the most powerful part of machine learning. Now it is time to write my own Jarvis :)

By Frederik C

Apr 29, 2018

According to me this was the most intersting course of the series. I hope to apply certain concepts in bioinformactics.

By Priyanshi J

Jan 7, 2024

Professor Andrew is an exceptional mentor, I am thankful to him. Hurrey, I completed Deep learning specialization :)

By Daniel T

Jul 28, 2020

Fascinating! Have learnt so much about ML and NeuralNet that I'm more confident than ever to carry out my own projects

By Sebastian J

Jul 25, 2020

This course sealed the specialization really well. Awesome instructor, well structured content, excellent assignments.

By emmette

Jun 3, 2020

Great overview of time-based deep learning models! The exercises were very helpful & the lectures were easy to follow.

By prasanna k

Apr 2, 2020

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great experince and learned a lot on sequence models and much more deepler inituion on maths for sequence modesl

By Alireza S

Jan 6, 2020

It has been the most amazing course in this specialization. I really loved the projects and I learned a lot from them.

By Srivathsan A

Nov 24, 2018

Awesome conclusion to deep learning. The 1 side trigger detection algorithm is good final touch. Thank you Andrew NG..

By dheeraj k

May 29, 2022

vontent of the course is arranged and sequenced on atactical and great manner which helped me to learn with good pace

By Krishna M

Jul 8, 2020

Excellent Course, clarified all my doubts over RNN, speech to text models and several Language Processing algorithms.

By Steven G L

Jul 1, 2020

Excellent course, the Andrew Ng's quality for teaching is the best and the content of the course was very interesting

By sanjeevi g

May 29, 2020

The introduction to the sequence model part was so easily understandable and I thank Andrew.Ng for this great course.

By Hele

Feb 17, 2020

Things about how to train model is too brief in the last course. Hoping the content of this course can be much richer

By 楊惇昱

Nov 20, 2019

Thank you. You gave me this great series deep learning course. I got a lot confident in deep learning by your course.

By Koh Q C

Sep 21, 2018

Very comprehensive. Learned a lot. Especially helpful when Prof Ng recommends the relevant papers to read. Thank you.

By Bibin K S

Sep 7, 2018

Great ride . Gives immense boost to the deep learning knowledge out there . Need to start building up from this level

By Masud K

Apr 15, 2018

More! More Courses! More depth, more concepts, more!!! Also, do decision trees and gradient boosted decision trees.

By Pratyay M

Jul 12, 2020

Very well-composed course that teaches the basics of sequence models and also gives a good idea of the applications.

By Iain L

May 22, 2020

Great introduction to sequence models, Give real insight into how the AI assistants that we use perform their magic.

By Sundar S

Apr 1, 2020

Brilliant course from a brilliant instructor! Gave me an overall understanding of RNN models and its applications...

By Fara A F

Jan 6, 2024

This course is well structured. It covers all the necessary elements one can except of understanding deep learning.

By Maryam F

Mar 8, 2023

I had a problem in registering the last programming project, and whatever I did, it gave me an error and no score!!

By Chyuan S H

Dec 26, 2020

Excellent course, great introduction to the basic (as well as the more advanced) concepts of NLP! Thank you Andrew!

By Narendra S

Oct 7, 2020

sequential model course covers application of neural networks in natural language processing and speech recognition