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
GA
Jul 14, 2021
the assignments were a really good format for someone who hasn't learned how to derive wrt multiple variables. It made sense to have the formulas provided to introduce a context for me: a developer.
EM
Jun 12, 2019
A really joyful introduction in the Sequence Models, such as RNNs, LSTM etc. Sometimes the assignments got a little hard and with patience and help from forums, it gets achievable! Thanks again! :D
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