课程概述
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.
热门审阅
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.
筛选依据：
3826 - Sequence Models 的 3832 个评论（共 3,832 个）
创建者 Mohammad H
•Jul 19, 2018
Not practical and just complicated!
创建者 xnuohz
•Sep 17, 2018
can't submit the last assignment.
创建者 Mintu K
•Jul 17, 2020
The last assignment was shit..
创建者 iffat a
•Jan 8, 2025
I cant get cirtificate
创建者 Daniel A M R
•Oct 2, 2024
non fatelo
创建者 Aniket D B
•Sep 29, 2020
Unclear
创建者 Johannes P
•Aug 5, 2024
Buggy