February 2023
Intermediate to advanced
304 pages
8h 14m
English
Content preview from Blockchain Tethered AI
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Chapter 5. Running Your Model
In order to have a blockchain tethered AI, you first need an AI to tether. This book’s code repository includes a Traffic Signs Detection model that you can run, test, and change.
In this exercise, you will set up the Oracle Cloud that will be used to integrate your model with blockchain (Chapter 6) and the BTA (Chapter 7). You will also prepare your local environment for running Python, PyTorch, and Jupyter Notebook.
Finally, you will clone the repository that contains the sample model, gain an understanding of what files are used, and use a Jupyter Notebook to bring the model to life.
Exercise: Oracle Cloud Setup
Setting up Oracle Cloud Infrastructure (OCI) is the first step to building the BTA. This is because the cloud resources are used to securely manage and share the files shared by an AI engineering team and its stakeholders. When you set up OCI, you will create a bucket used to store objects, and then assign access to that bucket by creating groups that correspond with the staffings you will create in your BTA application. Remember as you proceed through the examples that you need to create OCI resources for each of your BTA team staffings: ai-engineer-staffing, mlops-engineer-staffing, and stakeholder-staffing.
Tip
Keep a notepad file with the information that is noted as being needed later, such as the bucket connection URLs, so you don’t have to search through OCI for it again. Be sure to use a plain-text notepad so your certificates ...
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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.