Artificial Intelligence

444 learners

Deconstructing the Transformer Architecture

You'll systematically build the Transformer architecture from scratch, creating Multi-Head Attention, feed-forward networks, positional encodings, and complete encoder/decoder layers as reusable PyTorch modules.

Python

PyTorch

See path

5 lessons

22 practices

4 hours

Course details

Multi-Head Attention Mechanism

Preview

Building Parallel Attention

Building Strong Neural Foundations

Building Selective Attention Mechanisms

Tensor Surgery for Attention Heads

Bringing Attention Heads Back Together

Previous Course Next Course: Bringing Transformers to Life: Training & Inference

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Faith Yim

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Full Stack Engineer

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Abbey Helterbran

Tech consultant

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Jonathan Miller

Senior Machine Learning Engineer

+12

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

From our community

Hear what our customers have to say about CodeSignal Learn

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

I love that it's personalized. When I'm stuck, I don't have to hope my Google searches come out successful. The AI mentor Cosmo knows exactly what I need.

Faith Yim

Software Engineer

+14

It's an amazing product and exceeded my expectations, helping me prepare for my job interviews. Hands-on learning requires you to actually know what you are doing.

Alex Bush

Full Stack Engineer

I'm really impressed by the AI tutor Cosmo's feedback about my code. It's honestly kind of insane to me that it's so targeted and specific.

Abbey Helterbran

Tech consultant

I tried Leetcode but it was too disorganized. CodeSignal covers all the topics I'm interested in and is way more structured.

Jonathan Miller

Senior Machine Learning Engineer

+12

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

Deconstructing the Transformer Architecture

Course details

Unit 15 practices57 min

Unit 24 practices48 min

Unit 34 practices48 min

Unit 44 practices48 min

Unit 55 practices57 min

Turn screen time into skills time

Join the 1M+ learners on CodeSignal

From our community

From our community