# Transformers in Practice: Lecture Notes

**URL:** <https://community.deeplearning.ai/t/transformers-in-practice-lecture-notes/892137>\
**Category:** Transformers Resources\
**Created:** [May 11, 2026, 4:26pm UTC](https://community.deeplearning.ai/t/transformers-in-practice-lecture-notes/892137 "2026-05-11T16:26:15Z")\
**Posts on this page:** 2\
**Page:** 1

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**Author:** ![andres.gonzalez](https://sea1.discourse-cdn.com/dlai/user_avatar/community.deeplearning.ai/andres.gonzalez/32/141492_2.png) [@andres.gonzalez](https://community.deeplearning.ai/u/andres.gonzalez)\
**Post date:** [May 11, 2026, 4:26pm UTC](https://community.deeplearning.ai/t/transformers-in-practice-lecture-notes/892137/1 "2026-05-11T16:26:15Z")

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Lecture notes of the **Transformers in Practice** course.

**Note:** These slides haven’t been maintained, and you might find missing topics and incorrect information in them, as opposed to lecture videos, where we try to update the misinformation or errors as soon as we are aware of them. **We encourage you to make your own notes**.

**Module 1: Model Behavior**

[TIP\_M1.pdf](https://community.deeplearning.ai/uploads/short-url/eUzxXPkTaQrika3sOMbvvOcRQ6G.pdf) (5.4 MB)

**Module 2: Model Architecture & Attention**

[TIP\_M2.pdf](https://community.deeplearning.ai/uploads/short-url/yoacVxjVaRc1kOfd8P0m8T7dvQW.pdf) (1.7 MB)

**Module 3: Scaling & deploying**

[TIP\_M3.pdf](https://community.deeplearning.ai/uploads/short-url/ct3qXN5HoL5C3brxzZDCDFvcGid.pdf) (3.2 MB)

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**Author:** ![Mubsi](https://sea1.discourse-cdn.com/dlai/user_avatar/community.deeplearning.ai/mubsi/32/94983_2.png) [@Mubsi](https://community.deeplearning.ai/u/Mubsi)\
**Post date:** [October 6, 2026, 1:08pm UTC](https://community.deeplearning.ai/t/transformers-in-practice-lecture-notes/892137/7 "2026-10-06T13:08:48Z")

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