Fabio

Course Details

Build an AI Server with node and transformers JS

During this course we will cover everything you know to power your private node server using artificial intelligence. We will develop intelligent endpoints to perform tasks using machine learning mode...

This course is available in: EN, IT

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Lessons (EN)

1
Course Introduction & Architecture Overview
[EN] 11 slides

11 slides

Audio
2
Setting Up the Node.js Project and Basic Express Server
[EN] 10 slides

10 slides

Audio
3
Understanding Transformers, Hugging Face, and Transformers.js
[EN] 15 slides

15 slides

Audio
4
Creating a Text-Generation Pipeline for the `/support` Endpoint
[EN] 11 slides

11 slides

Audio
5
Building the `/support` Chatbot Endpoint
[EN] 7 slides

7 slides

Audio
6
Adding Context: Pizza Catalog for the `/support` Assistant
[EN] 13 slides

13 slides

Audio
7
Creating the Sentiment Analysis `/sentiment` Endpoint (Simple Version)
[EN] 11 slides

11 slides

Audio
8
Optimizing `/sentiment` with a Cached Pipeline and GPU/CPU Handling
[EN] 12 slides

12 slides

Audio
9
Handling File Uploads in Express for Image Classification
[EN] 9 slides

9 slides

Audio
10
Building the Image-Classification `/classify` Endpoint
[EN] 12 slides

12 slides

Audio
11
Putting It All Together: API Overview and Next Steps
[EN] 22 slides

22 slides

Audio

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$100.00

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$399.99/yr

Meet Your Instructor

Fabio

Fullstack developer

Full-stack Ethical developer and Teacher. I am specialized in building bespoke AI-First applications using cutting edge technologies like Laravel, Vuejs, React, Express as well as create scripts to automate repetitive tasks using Python. I enjoy teaching and share my knowledge with new developers.