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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
29,883 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

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.

MK

Mar 13, 2024

Cant express how thankful I am to Andrew Ng, literally thought me from start to finish when my school didnt touch about it, learn a lot and decided to use my knowledge and apply to real world projects

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851 - 875 of 3,625 Reviews for Sequence Models

By Sonal K

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Dec 19, 2018

This is an awesome course to give a ample intuition about RNNs. A bit tougher than the rest of the 4 courses but indeed a good one.

By Amit B

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Nov 18, 2018

Really great and fun course! (as well as this entire specialization)

I feel like I've learned and accomplished so much.

Thank you! :)

By Galley D

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Nov 2, 2018

Again a great course from Andrew Ng. Simplicity, clarity and fun assignments. Thanks to all the team who made this course such fun!

By Navid K

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Apr 14, 2018

very well structured course, awesome lectures and explanations by Prof. Andrew.

I'd highly recommend this course and specialization.

By Jun W

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Feb 14, 2018

Thank you, Andrew. Like those legendary masters, you taught us not only the super power but also the ethics of using it. Thank you!

By Oliver R

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Feb 11, 2021

The Deep Learning specialization gives a great comprehensive view of and a professional introduction into the main AI disciplines!

By Alan K F G

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Oct 11, 2020

I could learn Attention and Sequence models in a quite easier way. The instructors really put their best in the lectures and labs.

By Xia H

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Aug 14, 2019

Very informative and great lectures like always! I learned a lot important things about sequence models. Thank you Prof. Ng again!

By Colin J

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Jun 2, 2019

Fantastic introduction to RNNs, LSTM, etc. Very accessible material but detailed enough to take it away and use it. Thanks Andrew!

By Michał K

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Dec 15, 2018

Very good course to start dealing with RNN's.

Thank You Andrew for Your whole specialization. Now i feel like a superhero on a rise

By rahul s

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Jun 13, 2018

Great assignments! good hands-on coverage of basic python, high-level Keras and low level TensorFlow frameworks for Deep Learning.

By RB

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Mar 15, 2018

Excellent course to learn about speech recognition and translation! This has been an excellent 5-course journey. Good luck to all!

By Robinson M

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Dec 2, 2023

Excelente curso, explica en forma clara y precisa los modelos de secuencia. El mejor curso que he tomado de modelos secuenciales.

By Parth V

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May 26, 2022

Very well structured course and kind of made me comfortable with DL terminology. Cant wait to start a career as a Data Scientist.

By Piyas C

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Aug 25, 2020

Thank you, Professor Andrew Ng, for this nice and excellent specialization course with wonderful and constructive lecture videos.

By Sreenivas M

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Feb 18, 2020

Most fun and toughest course of the lot. Text data is always more complex, hard to analyse and model in comparison to image data.

By Matthew C

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Jun 19, 2018

While the grader was a bit flaky (which was super frustrating), everything else was, as usual, top notch. Thanks Andrew and crew!

By John M

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May 31, 2018

High quality lectures and interesting, relevant jupyter notebook exercises. This is a great course at a very reasonable tuition.

By Ricardo F

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Feb 17, 2018

Another amazing course developed by Dr. Ng! This series of courses probably is the best deep learning training available on-line.

By shin s

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Feb 16, 2018

This is an amazing course! I am looking forward to more courses/specialization from DeepLearning.AI team in the coming months :)

By madhumita.behera@gmail.com

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Jan 28, 2020

Wonderfully explained and well structured course work. The programming assignments really boost the confidence on subject matter

By Abhishek T

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Jan 5, 2020

I thank Andrew Ng and the team for such wonderful content be in terms of programming assignments or video lessons. Great work!!.

By Tahir M

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Apr 1, 2018

Very-well designed course. Assignments make it easy to practice learned concepts. I enjoyed the course and learnt a lot. Thanks!

By Venkateshwaralu S

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Feb 17, 2018

A well crafted course that introduces even the most meek and uninitiated to the world of sequence models driven deep learning :)

By Claus M

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May 10, 2021

Excellent. It is a very complete course on the subject. It teaches many state of the art algorithms with very explanatory labs.