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
Machine Learning
Setting Up Your Environment: Python, Conda, and Virtual Environments
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
Python for Machine Learning: Getting Started with Scikit-learn
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
Deployment Hell: When Models Meet the Real World
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
Python Generators and Iterators: Efficient Looping
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: Bridging the Gap Between Development and Operations
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
Engineering and Construction Jobs in Dubai: The Boom Continues
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
The Art of Eating Street Food in India Without Getting Sick
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
Getting Started with Maven: Beyond the Basics
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
Integrating Claude with Other Tools: Workflows That Scale
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
The Tech Stack of a Modern Startup: Tools for Success
Launching a startup today requires assembling a sophisticated technology stack that enables rapid development, efficient collaboration, and scalable growth…
AWS
AWS CodePipeline: Automating Your Deployments
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
Cloud Build: The CI/CD System That Finally Made Sense to Me
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: The Future of Graphics and Compute on the Web
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 Your Web App: Unit, Integration, and E2E Tests
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
Cloud Build: The CI/CD System That Finally Made Sense to Me
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
Build Systems and Monorepos: Managing Large-Scale Codebases
As web projects grow, managing multiple packages, applications, and shared code becomes a significant challenge. Monorepos—single repositories containing…
Advanced JavaScript
WebAssembly: Running High-Performance Code in the Browser
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
Tesla's Electric Revolution That Traditional Car Makers Feared
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
Micro Frontends with Module Federation
Module Federation, introduced in Webpack 5, enables true micro frontends by allowing applications to dynamically load code from other builds at runtime. Un…