Skip to Content
AI Superstream Series: AI & ML in Production
conference

AI Superstream Series: AI & ML in Production

by Antje Barth, Geeta Chauhan, Sara Robinson, Brian Amadio
March 2021
Beginner to advanced
3h 25m
English
O'Reilly Media, Inc.
Closed Captioning available in German, English, Spanish, French, Japanese, Korean, Portuguese (Portugal, Brazil), Chinese (Simplified), Chinese (Traditional)

Overview

One of the most consistent challenges for ML engineers is how to move from model to production. Join us for a day of sessions dedicated to making the most of AI in your company. You’ll learn about everything from scaling to deployment and from pipeline to model decay—straight from our experts.

About the AI Superstream Series: This four-part series of half-day online events is packed with insights from some of the brightest minds in AI. You’ll get a deeper understanding of the latest tools and technologies that can help keep your organization competitive, and learn to leverage AI to drive real business results.

What you'll learn-and how you can apply it

  • Understand how MLOps can help you evolve from manually building models
  • Learn how to use PyTorch to effectively deploy and scale your AI models
  • Explore design patterns that will help you tackle problems that frequently crop up during the ML process

This Superstream is for you because...

  • You want to learn more about moving machine learning from model to production.
  • You want to better understand MLOps.
  • You’re interested in improving your skills in scaling, model monitoring, and deployment.

Prerequisites

  • Come with your questions
  • Have a pen and paper handy to capture notes, insights, and inspiration
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.

Watch now

Unlock full access

More than 5,000 organizations count on O’Reilly

AirBnbBlueOriginElectronic ArtsHomeDepotNasdaqRakutenTata Consultancy Services

QuotationMarkO’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.
Julian F.
Head of Cybersecurity
QuotationMarkI wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.
Addison B.
Field Engineer
QuotationMarkI’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.
Amir M.
Data Platform Tech Lead
QuotationMarkI'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Mark W.
Embedded Software Engineer

You might also like

AI Superstream Series: Securing AI

AI Superstream Series: Securing AI

Shingai Manjengwa, Tendai Gomo, Jason Dai, Mohammed M. Alani, Patricia Thaine, Arijit Sengupta, Ethan C. Jackson, Natalie Dullerud
Kubeflow for Machine Learning

Kubeflow for Machine Learning

Trevor Grant, Holden Karau, Boris Lublinsky, Richard Liu, Ilan Filonenko
AI Superstream: Responsible AI

AI Superstream: Responsible AI

Rumman Chowdhury, Aileen Nielsen, Triveni Gandhi, Patrick Hall, Joshua Williams, Kristian Lum, Joaquin Quiñonero Candela

Publisher Resources

ISBN: 0636920541356