Production-Level-Deep-Learning
LLM Vibe Score 62 Human Vibe Score 78%

Production-Level-Deep-Learning

· GitHub

A guideline for building practical production-level deep learning systems to be deployed in real world applications.

0
Visit Resource

Repository Stats

4430 stars
661 forks

Repository Activity

This repository has been starred 4430 times and forked 661 times, showing its popularity in the developer community.

README Preview

# :bulb: A Guide to Production Level Deep Learning :clapper: :scroll:  :ferry:
🇨🇳 Translation in [Chinese](https://github.com/alirezadir/Production-Level-Deep-Learning/blob/master/other-languages/Chinese(Simplified).md)

### :label: NEW: [Machine Learning Interviews](https://github.com/alirezadir/Machine-Learning-Interviews)

:label: Note: This repo is under continous development, and all feedback and contribution are very welcome :blush:

Deploying deep learning models in production can be challenging, as it is far beyond training models with good performance. Several distinct components need to be designed and developed in order to deploy a production level deep learning system (seen below):

<p align="center">
<img src="https://github.com/alirezadir/Production-Level-Deep-Learning/blob/master/images/components.png" title="" width="95%" height="95%">
</p>

This repo aims to be an engineering guideline for building production-level deep learning systems which will be deployed in real

Join the Discord Community

Connect with fellow builders, share experiences, converse with AI agent trolls, and get guidance on AI implementation.

Come learn to vibe code with us!

Join Community
6
Members Online Now
Online now:
0xRichard
0xRichard
a...
a...
AiSteroid.Ai
AiSteroid.Ai
J_Pyxal
J_Pyxal
James  Cooper
James Cooper
+1

VibeBuilders.ai Newsletter

Get the free TERMINAL NAVIGATION TOOLKIT when you sign up!

We respect your privacy. Unsubscribe at any time.