Google Cloud Platform
I Spent $100 on GCP Credits and Built a Data Science Portfolio
I wanted to break into data science, but I didn't have any projects to show. Then I discovered that Google Cloud gives $300 in free credits to new users. I…
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Results for "GCP credits"
68 articles found
Google Cloud Platform
I wanted to break into data science, but I didn't have any projects to show. Then I discovered that Google Cloud gives $300 in free credits to new users. I…
Google Cloud Platform
I wanted to break into data science, but I didn't have any projects to show. Then I discovered that Google Cloud gives $300 in free credits to new users. I…
Google Cloud Platform
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
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
I came into GCP knowing nothing. No cloud experience. No infrastructure background. Just a developer who wanted to deploy an app. Month one was chaotic. I…
Google Cloud Platform
I came into GCP knowing nothing. No cloud experience. No infrastructure background. Just a developer who wanted to deploy an app. Month one was chaotic. I…
Google Cloud Platform
Okay, hear me out. I love GitHub. I have a paid account. But for my work projects on GCP, I started using Cloud Source Repositories. The integration is sea…
Google Cloud Platform
Okay, hear me out. I love GitHub. I have a paid account. But for my work projects on GCP, I started using Cloud Source Repositories. The integration is sea…
Google Cloud Platform
This might be controversial. I started on AWS. EC2, RDS, S3. It worked. But something always felt off. The console was a maze. The documentation felt like…
Google Cloud Platform
This might be controversial. I started on AWS. EC2, RDS, S3. It worked. But something always felt off. The console was a maze. The documentation felt like…
Google Cloud Platform
My family wanted a website for our reunion. Photos, RSVP, schedule, updates. I built it in a weekend. Frontend on Firebase Hosting. A Cloud Function to han…
Google Cloud Platform
My family wanted a website for our reunion. Photos, RSVP, schedule, updates. I built it in a weekend. Frontend on Firebase Hosting. A Cloud Function to han…
Google Cloud Platform
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…
Google Cloud Platform
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…
Introduction to Claude
You don't need to spend anything to start getting real value from Claude. The free tier has meaningful capability, and for many users it's genuinely suffic…
Machine Learning
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…
Google Cloud Platform
We've all done it. Hardcoded API keys in config files. Committed them to Git. Then scrambled to revoke them when you realize the repo is public. I was guil…
Google Cloud Platform
I used Docker Hub for a while. It was fine until I had a private image that I didn't want public. Then I discovered Artifact Registry on GCP. It's a privat…
Google Cloud Platform
I gave a service account the 'Owner' role. I know. I'm ashamed. It was my first week on GCP. I wanted everything to just work. It did work. Too well. One d…
Google Cloud Platform
We've all done it. Hardcoded API keys in config files. Committed them to Git. Then scrambled to revoke them when you realize the repo is public. I was guil…
Google Cloud Platform
I used Docker Hub for a while. It was fine until I had a private image that I didn't want public. Then I discovered Artifact Registry on GCP. It's a privat…
Google Cloud Platform
I gave a service account the 'Owner' role. I know. I'm ashamed. It was my first week on GCP. I wanted everything to just work. It did work. Too well. One d…
Google Cloud Platform
I had this app idea. A travel planner that uses AI to generate itineraries. Big dreams, no money. I decided to build it on Google Cloud. I used Cloud Run f…
Google Cloud Platform
I had this app idea. A travel planner that uses AI to generate itineraries. Big dreams, no money. I decided to build it on Google Cloud. I used Cloud Run f…
Google Cloud Platform
I published a blog post about a niche programming topic. It was just a little static site hosted on Firebase Hosting. Then I went to bed. I woke up to 47 n…
Google Cloud Platform
I published a blog post about a niche programming topic. It was just a little static site hosted on Firebase Hosting. Then I went to bed. I woke up to 47 n…
Google Cloud Platform
I've used all the major clouds. AWS's console feels like a government website from 2005. Azure's feels like a maze where every hallway looks the same. But…
Google Cloud Platform
I tried Jenkins. I tried GitLab CI. I tried GitHub Actions. They all worked, but they all felt like they required configuration YAML that was more complex…
Google Cloud Platform
I've used all the major clouds. AWS's console feels like a government website from 2005. Azure's feels like a maze where every hallway looks the same. But…
Google Cloud Platform
I tried Jenkins. I tried GitLab CI. I tried GitHub Actions. They all worked, but they all felt like they required configuration YAML that was more complex…
Human Behaviour
Suppose you donate to a charity in the morning. In the afternoon, you face a decision that involves some ethical dimension — helping a colleague, being h…
Phase 3
Spider-Man: Far From Home serves as the epilogue to Phase 3, dealing with the aftermath of Endgame. Jon Watts returns, sending Peter Parker (Tom Holland) o…
Phase 1
Before Iron Man, the concept of a shared cinematic universe was a gamble. Director Jon Favreau took a chance on Robert Downey Jr., a talented actor seeking…
Phase 2
Ant-Man arrived after the ambitious Age of Ultron, offering a smaller-scale, character-driven palette cleanser. Edgar Wright's original vision was reshaped…
Phase 1
Iron Man 2 had the unenviable task of following the groundbreaking original while setting up the larger MCU. Jon Favreau returns as director, and Robert Do…
Phase 1
Thor was a bold gamble—introducing a Norse god to mainstream audiences. Director Kenneth Branagh brought his Shakespearean sensibilities to Asgard, treat…
Social Thriller
Anubhav Sinha's Article 15 is not an easy watch, but it's an essential one. Inspired by real-life events, the film follows Ayan Ranjan (Ayushmann Khurrana)…
Phase 4
Black Widow finally gave Natasha Romanoff (Scarlett Johansson) her solo film—a prequel set between Civil War and Infinity War. Director Cate Shortland de…
Phase 3
Captain Marvel arrived just before Endgame, introducing Carol Danvers (Brie Larson) as the MCU's most powerful hero. Set in the 1990s, the film is a preque…
Phase 2
Captain America: The Winter Soldier is widely considered one of the MCU's best films—and for good reason. Directors Joe and Anthony Russo transformed Cap…
Phase 2
Thor: The Dark World is often cited as the MCU's weakest entry, but it deserves reconsideration. Directed by Alan Taylor, the film pits Thor against Maleki…
Phase 3
Guardians of the Galaxy Vol. 2 expands on the first film's strengths while digging deeper into its characters. James Gunn returns with a story about family…
Phase 3
Ant-Man and the Wasp arrived after the devastating Infinity War, offering a lighter, smaller-scale adventure. Peyton Reed returns, expanding the focus to i…
Phase 3
Doctor Strange introduced the mystical side of the MCU with stunning visuals. Director Scott Derrickson brings horror sensibilities to a superhero origin s…
Phase 1
The Avengers was a cinematic event unlike anything before it. Joss Whedon assembled six superheroes from five films and delivered a blockbuster that balanc…
Phase 2
Guardians of the Galaxy was the MCU's biggest risk—a film starring a talking raccoon and a tree, set in deep space, with no connection to existing heroes…
Jobs
Dubai's economy has diversified significantly over the past decade, and the sectors with the greatest appetite for talent in 2025 reflect that diversificat…
Google Cloud Platform
My handwriting is illegible. Even I can't read it sometimes. So I built an app using Google Cloud's Vertex AI and the Vision API. I take a photo of my note…
Google Cloud Platform
I was stuck on a Cloud Function. I needed to process images uploaded to a bucket, generate thumbnails, and store metadata in Firestore. The event structure…
Google Cloud Platform
Kubernetes is powerful but scary. It's also expensive if you run it wrong. I had a small app that needed a database, a cache, and an API. Running this on s…
Google Cloud Platform
I had 10,000 files on an old FTP server. They were disorganized, poorly named, and scattered across folders. Moving them to Google Cloud Storage seemed dau…
Jobs
Dubai's technology sector has expanded rapidly, fuelled by government digital transformation initiatives, a growing startup ecosystem, and large corporates…
Google Cloud Platform
Cloud Scheduler is technically for triggering Cloud Functions or HTTP endpoints. But I've started using it for everything. I have a scheduler job that call…
Google Cloud Platform
I have a problem: I start too many side projects. But I also have a solution: Google Cloud Functions. Need a webhook? Cloud Function. Need to process an im…
Google Cloud Platform
I was stuck on a Cloud Function. I needed to process images uploaded to a bucket, generate thumbnails, and store metadata in Firestore. The event structure…
Google Cloud Platform
Kubernetes is powerful but scary. It's also expensive if you run it wrong. I had a small app that needed a database, a cache, and an API. Running this on s…
Google Cloud Platform
My app crashed. I had logs. Thousands of them. I needed to find the error that happened at 3:14 AM. I used to SSH into servers and grep through log files…
Google Cloud Platform
Cloud Scheduler is technically for triggering Cloud Functions or HTTP endpoints. But I've started using it for everything. I have a scheduler job that call…
Google Cloud Platform
I run a Discord bot for a gaming community. Ten thousand users. Hundreds of requests per minute. And I pay exactly $0 to host it. The secret? Google Cloud…
Google Cloud Platform
I had 10,000 files on an old FTP server. They were disorganized, poorly named, and scattered across folders. Moving them to Google Cloud Storage seemed dau…
Google Cloud Platform
I used to ignore VPC networks. I'd just use the default network and let everything talk to everything. It was easy. It was also dangerous. One misconfigure…
Google Cloud Platform
My app crashed. I had logs. Thousands of them. I needed to find the error that happened at 3:14 AM. I used to SSH into servers and grep through log files…
Google Cloud Platform
I used to ignore VPC networks. I'd just use the default network and let everything talk to everything. It was easy. It was also dangerous. One misconfigure…
Google Cloud Platform
I have a problem: I start too many side projects. But I also have a solution: Google Cloud Functions. Need a webhook? Cloud Function. Need to process an im…
Google Cloud Platform
My handwriting is illegible. Even I can't read it sometimes. So I built an app using Google Cloud's Vertex AI and the Vision API. I take a photo of my note…
Google Cloud Platform
It was 3 AM on a Tuesday. I was tired, running a script I thought was pointed at my test environment. One wrong click. One mistyped command. And just like…
Google Cloud Platform
It was 3 AM on a Tuesday. I was tired, running a script I thought was pointed at my test environment. One wrong click. One mistyped command. And just like…
Google Cloud Platform
I run a Discord bot for a gaming community. Ten thousand users. Hundreds of requests per minute. And I pay exactly $0 to host it. The secret? Google Cloud…