Tools & Setup
Python Packaging and Dependency Management
Sharing your Python code with others, or even just managing your own projects, requires understanding packaging and dependencies. The standard way is to us…
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Results for "pip"
20 articles found
Tools & Setup
Sharing your Python code with others, or even just managing your own projects, requires understanding packaging and dependencies. The standard way is to us…
Machine Learning
If you’ve ever had a project break because you updated a library, you know the pain. I’ve been there. One day your code runs, the next day you run 'pip…
Machine Learning
Machine learning is one of the most exciting fields where Python shines. Scikit-learn is a robust library that provides simple and efficient tools for data…
Machine Learning
Building a model in a Jupyter notebook is the easy part. Getting it into production? That’s where dreams go to die. I’ve spent months on a model only t…
Advanced Python
Generators and iterators are advanced Python features that can make your code more memory-efficient and elegant. An iterator is an object that returns data…
Machine Learning
MLOps is basically DevOps but with extra headaches. It’s about automating the entire ML lifecycle: from data ingestion to model training to deployment an…
Jobs
Dubai has not stopped building since the 1970s and shows no sign of stopping now. The city's infrastructure pipeline includes new metro extensions, megapro…
India Travel
Everyone warns you about the food. Do not eat the street food, they say. You will get Delhi belly. But honestly, skipping street food in India means missin…
Build Tools
When I graduated from university, I knew how to write Java, but I had no idea how to manage dependencies. I used to download JAR files manually and drop th…
How to Use Claude
Claude's value multiplies when it's integrated into existing workflows rather than used as a standalone tool you switch to separately. Here are some integr…
Technology
Launching a startup today requires assembling a sophisticated technology stack that enables rapid development, efficient collaboration, and scalable growth…
AWS
CodePipeline is a fully managed continuous delivery service. I set up a pipeline that automatically deploys code changes from GitHub to Elastic Beanstalk…
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…
Graphics
WebGPU is the successor to WebGL, designed to expose modern GPU capabilities to web applications. While WebGL is based on OpenGL ES, WebGPU builds on moder…
Testing
Testing isn't about achieving 100% coverage—it's about building confidence in your code. A balanced testing strategy uses multiple levels. Unit tests ver…
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…
DevOps
As web projects grow, managing multiple packages, applications, and shared code becomes a significant challenge. Monorepos—single repositories containing…
Advanced JavaScript
WebAssembly (Wasm) is changing what's possible in web development by allowing compiled languages like C++, Rust, and Go to run in the browser at near-nativ…
Automotive
In 2008, Tesla delivered its first Roadster. It was a Lotus body with electric guts. Car companies laughed. Electric cars are slow. They have no range. The…
Architecture
Module Federation, introduced in Webpack 5, enables true micro frontends by allowing applications to dynamically load code from other builds at runtime. Un…