This will be created for you if you’ve signed up for the first time, otherwise create a new project called “Image labeller” and switch to it. Use your Google account to sign up if you’ve not done so before, and make sure you’ve got a new project to work in. You can freely create and destroy a number of projects in your account. Everything in a project works together easily, so you’ll often use a project to represent a single application, or part of a bigger application. Google Cloud organises your resources (like compute and storage) in projects. a personal Google account - a work account might have organisation restrictions or incur costs.Whenever the application receives an image from the user, this will trigger our code, which will use an API to detect words and phrases that describe the image, before writing these to a database. We’re going to ask Google to describe pictures we upload. I’ll assume no prior knowledge of cloud technologies, so follow along! With that in mind, let’s jump into running some code in Google Cloud. In my experience with GCP, I’ve found the web console very easy to use, and been impressed with the clear documentation and with some of the developer tooling, particularly the Cloud Shell, which we’ll see more of later on.Īnd with a generous free tier, all of the above can be used for hobby projects without spending a penny! A small Google Cloud project More recently, Cloud Run has been released as a simpler, serverless alternative to Kubernetes, for running a container with all of the underlying infrastructure abstracted away. Google is already well known for its data and AI expertise, and has developed the hugely popular container orchestration tool, Kubernetes. If you’re familiar with AWS, Google publish a table of comparable services in GCP. Google Cloud Platform (GCP) offers a range of compute, storage, monitoring, data and AI services, along with plenty of supporting tools and services. And one company that knows how to run a lot of computers, is Google. ![]() A provider hosts the workloads of a huge number of organisations on mostly commodity hardware. We don’t need to buy servers anymore - it’s just a matter of a few clicks or API calls to send code to a cloud provider to build and run for us. The move to cloud computing has been a huge paradigm shift in the technology industry.
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