Philipp Schmid • 5/8/2020

Scaling Machine Learning from ZERO to HERO

Read Original

This technical guide details the process of moving a machine learning model from development to production. It explains how to deploy a custom-trained PyTorch image classifier using AWS Lambda for serverless computing, package it with the Serverless Framework, and expose it via an API Gateway for scalable inference.

0 comments
#production #serverless #AWS Lambda
Scaling Machine Learning from ZERO to HERO

Comments

No comments yet

Be the first to share your thoughts!

Browser Extension

Get instant access to AllDevBlogs from your browser

Top of the Week

1
React, useEffect, and Stale Closures: How to Avoid Them with Dependencies and useRef
Jivbcoop • 4 votes
2
Using Browser Apis In React Practical Guide
Jivbcoop • 2 votes
3
Better react-hook-form Smart Form Components
Maarten Hus • 2 votes
4
Top picks — 2026 January
Paweł Grzybek • 1 votes
5
In Praise of –dry-run
Henrik Warne • 1 votes
6
Deep Learning is Powerful Because It Makes Hard Things Easy - Reflections 10 Years On
Ferenc Huszár • 1 votes
7
Vibe coding your first iOS app
William Denniss • 1 votes
8
AGI, ASI, A*I – Do we have all we need to get there?
John D. Cook • 1 votes
9
Quoting Thariq Shihipar
Simon Willison • 1 votes
10
Dew Drop – January 15, 2026 (#4583)
Alvin Ashcraft • 1 votes