---
description: Continue working on your semester project !!!
---

# Week 8 - (Deep) recurrent architectures for time series data

{% embed url="https://towardsdatascience.com/illustrated-guide-to-transformers-step-by-step-explanation-f74876522bc0" %}

{% embed url="https://github.com/jeffheaton/app_deep_learning/blob/main/t81_558_class_10_1_timeseries.ipynb" %}

{% embed url="https://www.youtube.com/watch?v=viZrOnJclY0" %}
[https://www.youtube.com/watch?v=viZrOnJclY0](https://www.youtube.com/watch?v=viZrOnJclY0)
{% endembed %}

{% embed url="https://www.youtube.com/watch?v=L8HKweZIOmg" %}
[https://www.youtube.com/watch?v=L8HKweZIOmg](https://www.youtube.com/watch?v=L8HKweZIOmg)
{% endembed %}

{% embed url="https://www.youtube.com/watch?v=PSs6nxngL6k" %}
[https://www.youtube.com/watch?v=PSs6nxngL6k](https://www.youtube.com/watch?v=PSs6nxngL6k)
{% endembed %}

{% embed url="https://www.youtube.com/watch?v=zxQyTK8quyY" %}

{% embed url="https://www.youtube.com/watch?v=bQ5BoolX9Ag" %}

{% embed url="https://www.youtube.com/watch?v=KphmOJnLAdI&list=PLblh5JKOoLUIxGDQs4LFFD--41Vzf-ME1&index=25" %}

{% embed url="https://www.youtube.com/watch?v=RZQJk0hf3sI" %}
[https://www.youtube.com/watch?v=RZQJk0hf3sI](https://www.youtube.com/watch?v=RZQJk0hf3sI)
{% endembed %}

{% embed url="https://www.youtube.com/playlist?list=PLmZlBIcArwhOPR2s-FIR7WoqNaBML233s" %}
[https://www.youtube.com/playlist?list=PLmZlBIcArwhOPR2s-FIR7WoqNaBML233s](https://www.youtube.com/playlist?list=PLmZlBIcArwhOPR2s-FIR7WoqNaBML233s)
{% endembed %}



_<mark style="color:red;">**OPTIONAL:**</mark>_

{% embed url="https://www.youtube.com/playlist?list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi" %}
[https://www.youtube.com/playlist?list=PLZHQObOWTQDNU6R1\_67000Dx\_ZCJB-3pi](https://www.youtube.com/playlist?list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi)
{% endembed %}

