---
title: "Discussion on \"Sequence Models\" | Hashnode"
description: "Discussion on \"Sequence Models\". Learning Objectives\n\n\nDefine notation for building sequence models\n\nDescribe the architecture of a basic RNN\n\nIdentify the main components of an LSTM\n\nImplement backpropagation through time for a basic RNN and an LSTM\n\nGive examples of several types ..."
url: "https://hashnode.com/posts/sequence-models/6831e30c8718f40ec1eff1ba"
---

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# [Sequence Models](https://yichunzhao.hashnode.dev/sequence-models?utm_source=hashnode&utm_medium=feed)

Learning Objectives Define notation for building sequence models Describe the architecture of a basic RNN Identify the main components of an LSTM Implement backpropagation through time for a basic RNN and an LSTM Give examples of several types ...

May 24, 2025 · 24 min read · yichunzhao.hashnode.dev  
Updated Aug 28, 2025  
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-   [#sequence-model](https://hashnode.com/tag/sequence-model)
-   [#deep-learning](https://hashnode.com/tag/deep-learning)

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