Name: Sequence Models
Brand: deeplearning.ai
Availability: OnlineOnly
Rating: 4.8 (3042 reviews)

課程概述

This course will teach you how to build models for natural language, audio, and other sequence data. Thanks to deep learning, sequence algorithms are working far better than just two years ago, and this is enabling numerous exciting applications in speech recognition, music synthesis, chatbots, machine translation, natural language understanding, and many others. You will: - Understand how to build and train Recurrent Neural Networks (RNNs), and commonly-used variants such as GRUs and LSTMs. - Be able to apply sequence models to natural language problems, including text synthesis. - Be able to apply sequence models to audio applications, including speech recognition and music synthesis. This is the fifth and final course of the Deep Learning Specialization. deeplearning.ai is also partnering with the NVIDIA Deep Learning Institute (DLI) in Course 5, Sequence Models, to provide a programming assignment on Machine Translation with deep learning. You will have the opportunity to build a deep learning project with cutting-edge, industry-relevant content....

2018年10月29日

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.

2019年6月30日

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.

學生對 deeplearning.ai 提供的 Sequence Models 的評價和反饋

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學生對 deeplearning.ai 提供的 Sequence Models 的評價和反饋

課程概述

熱門審閱

2051 - Sequence Models 的 2075 個評論（共 3,015 個）

Coursera Footer

熱門在線課程

熱門在線專項課程

在線證書

在線學位課程

Coursera

社區

更多