Google Cloud Platform
The $10 Mistake That Taught Me Everything About GCP Billing
I woke up to an email from Google Cloud: "Your bill for this month is $10.52." I panicked. My little side project was supposed to be on the free tier. How…
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Google Cloud Platform
Google Cloud Platform
The $10 Mistake That Taught Me Everything About GCP Billing
I woke up to an email from Google Cloud: "Your bill for this month is $10.52." I panicked. My little side project was supposed to be on the free tier. How…
AWS
AWS Organizations: Managing Multiple Accounts
AWS Organizations helps you manage multiple AWS accounts centrally. As I started using AWS more, I realized the best practice is separate accounts for diff…
Machine Learning
Cloud Computing for ML: AWS, GCP, or Azure?
At some point, your laptop won’t be enough. Training a deep learning model on a CPU is like trying to dig a pool with a spoon. I had to make the jump to…
Healthcare
Breaking into Healthcare: More Than Just Doctors and Nurses
When people think of healthcare jobs, they immediately think of doctors in scrubs or nurses rushing through hallways. But let me tell you, as someone who s…
Google Cloud Platform
What I Wish I Knew Before Using GCP (Lessons from 3 Years)
Three years on GCP. I've made mistakes. I've learned lessons. Here's what I wish someone told me on day one. First: set up billing alerts immediately. That…
Google Cloud Platform
What I Wish I Knew Before Using GCP (Lessons from 3 Years)
Three years on GCP. I've made mistakes. I've learned lessons. Here's what I wish someone told me on day one. First: set up billing alerts immediately. That…
AWS
AWS Cost Management: Avoiding Bill Shock
The number one fear for AWS beginners is getting an unexpectedly high bill. I've been there. The key is understanding that AWS charges for what you use, an…
How to Use Claude
Claude API: A Beginner's Guide for Developers
If you want to build applications powered by Claude, the Claude API is where you start. This guide covers the basics for developers who are new to the Anth…