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Encoder-Decoder Architecture - 繁體中文

عن

本課程概要說明解碼器與編碼器的架構，這種強大且常見的機器學習架構適用於序列對序列的任務，例如機器翻譯、文字摘要和回答問題。您將認識編碼器與解碼器架構的主要元件，並瞭解如何訓練及提供這些模型。在對應的研究室逐步操作說明中，您將學習如何從頭開始使用 TensorFlow 寫程式，導入簡單的編碼器與解碼器架構來產生詩詞。

الوحدات

解碼器與編碼器的架構：總覽

    • 2 Videos
    • 1 Readings
    • 1 Assignment
Show info about module content

1 Assignment

  • 解碼器與編碼器的架構：測驗

2 Videos

  • 解碼器與編碼器的架構：總覽
  • 解碼器與編碼器的架構：研究室逐步操作說明

1 Readings

  • 解碼器與編碼器的架構：研究室資源

Auto Summary

Dive into the intricacies of the Encoder-Decoder Architecture with this expert-level course tailored for IT and Computer Science enthusiasts. Guided by Coursera, this comprehensive course delves into the powerful and widely-used machine learning architecture ideal for sequence-to-sequence tasks such as machine translation, text summarization, and question answering. Throughout the course, you will gain a deep understanding of the core components of encoder-decoder models, along with practical insights on how to train and deploy these models effectively. The hands-on lab sessions provide step-by-step instructions on using TensorFlow to program from scratch, culminating in the creation of simple encoder-decoder models to generate poetry. The course is available under both Starter and Professional subscription options, making it accessible to those looking to advance their expertise in a professional setting. Join this course to master the encoder-decoder architecture and enhance your machine learning skillset.

Google Cloud Training
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Google Cloud Training