June 2022
Beginner to intermediate
41 pages
59m
English
Content preview from Ten Things to Know About ModelOps
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References
Burt, Andrew. “New AI Regulations Are Coming. Is Your Organization Ready?”. Harvard Business Review, April 30, 2021.
Firn, Michael. “Why Every Marketer Should Consider Uplift Modeling”. Towards Data Science, December 8, 2020.
Gartner. “Analytics and Business Intelligence Platforms Reviews and Ratings: What Are Analytics and Business Intelligence Platforms?”. 2021a.
Gartner. “Gartner Glossary: ModelOps”. 2021b.
Gartner. “How to Use Citizen Data Scientists to Maximize Your D&A Strategy”. 2021c.
Gualtieri, Mike. “The Forrester Wave™: Streaming Analytics, Q2 2021”. Forrester, June 7, 2021.
Hill, Kashmir. “How Target Figured Out a Teen Girl Was Pregnant Before Her Father Did”. Forbes, February 16, 2021.
Hill, Tom, and Mark Palmer. “Dynamic Learning 101”. Techno Sapien, September 9, 2021.
O’Neill, Brian T. “Failure Rates for Analytics, AI, and Big Data Projects = 85%—Yikes!”. Designing for Analytics, July 23, 2019.
ONNX. “Open Neural Network Exchange”. Accessed December 21, 2021.
Sweenor, David et al. ML Ops: Operationalizing Data Science. O’Reilly, 2020.
U.S. Department of Health and Human Services. Food and Drug Administration. “CFR—Code of Federal Regulations Title 21: Part 11, Electronic Records; Electronic Signatures”. 2021.
U.S. Department of Health and Human Services. Food and Drug Administration. Guidance for Industry—Process Validation: General Principles and Practices. 2011.
Venturebeat staff. “Why Do 87% of Data Science Projects Never Make It into Production?” ...
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O’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.
I 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.
I’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.
I'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.