Name: Sequence Models
Brand: DeepLearning.AI
Availability: OnlineOnly
Rating: 4.8 (3839 reviews)

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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8

stars

31,209 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

Jan 26, 2019

This was a tough one. The specialization is well structured and slowly progresses in terms of complexity. Having worked on RNN, i thought I would ace the projects. Different story though at the end

Sep 28, 2018

Great hands on instruction on how RNNs work and how they are used to solve real problems. It was particularly useful to use Conv1D, Bidirectional and Attention layers into RNNs and see how they work.

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3801 - 3825 of 3,837 Reviews for Sequence Models

By ZHANPENG T

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Oct 24, 2019

Too hard to understand compared to the previous coursed in this specification.

By Dipesh K

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Aug 13, 2022

Tough to comprehend. A little bit of written explanation might have helped.

By Hamid A

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Nov 14, 2020

Was very difficult. please add more expiation of mathematical equations.

By Sukeesh

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Apr 18, 2020

Little unsatisfied with the final part of the specialization.

By Panda

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Sep 13, 2021

assignments are very hard and needs lots and lots of search

By Arsh K

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Aug 20, 2019

Lack of Keras training made it often hard to do layer code.

By Tom T

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Jan 10, 2020

This course needs more instruction on Keras.

By Mark N

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Feb 13, 2018

Poor explanation for alot of things

By Milica M

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May 11, 2020

boring and uninformative

By João D

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Jan 5, 2019

Too difficult.

By Martin B

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Mar 12, 2018

Needs work.

By Alex L

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Mar 6, 2018

I feel sad.

By zhesihuang

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Mar 3, 2019

sucks

By S. H

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Aug 20, 2024

Coursera refuses to issue the specialisation certificate even though I spent over 300 euros and completed all courses. If I was told this beforehand, I would not spend anything on the course. The customer support team has not been helpful.

By Neeraj K

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Apr 12, 2023

The Course is not well structured, especially Convolution neural network and Sequence model. The assignment should have more streamlined and properly formulated to get in depth understanding to students.

By José A R M

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Mar 20, 2025

laboratórios em inglês e professor tentando ensinar matemática avançada acadêmica durante todo o curso. esse curso é para cientista com inglês fluente. não é para principiantes ou intermediários!

By Krishnamurthy N

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Apr 2, 2021

Grader is the worst and no help even in the forums inspite of getting the same output the grader is still failing and no one is telling why. Forced to drop out of this course now