Published inThis Code·PinnedMember-only6 Intermediate Python Tips For Better CodeGenerator expressions Generators are the memory-efficient way of dealing with large iterables, data structures, and files in Python. They implement lazy loading as a key feature and are thus employed for most memory-intensive tasks. Consider a simple example: reading a file object line by line and performing some operation. The naive way…Python4 min readPython4 min read
Published inTowards Data Science·PinnedMember-onlyThe Easy Python CI/CD Pipeline Using Docker Compose and GitHub ActionsContinuously deploy a real world project on a VPS — Managing a live project on a remote server practically needs a few areas in which we desire to cut manual intervention and replace it with automated services. A a primary instance, every time we push some new code to our GitHub repository, we may want to do any of the…Python8 min readPython8 min read
Published inDear Elegant Chums·PinnedMember-onlyBuild and Conquer: A Framework for LearningHow to learn a skill for life Acquiring a new skill in tech is always an interesting challenge. There are numerous ways to go from a beginner to a pro and all of them offer unique advantages and disadvantages regardless of the difficulty of the actual skill. Sometimes, it comes…Technology3 min readTechnology3 min read
Published inTowards Data Science·PinnedMember-onlyA Quick Guide To ML Experiment Tracking — With Weights & BiasesEasily learn to track all of your ML experiments with metrics and logs along with an example project walkthrough — The gruelling process of trial and error is no stranger to a Data Science practitioner. In your daily job with work or side projects, you come across various use cases that need you to be able to keep track of the branching and experimentation of your ML pipelines in order…Artificial Intelligence7 min readArtificial Intelligence7 min read
Published inTowards Data Science·PinnedMember-onlyThe Nice Way To Deploy An ML Model Using DockerA quick guide to deploying an ML model with FastAPI and easily containerizing it within VSCode itself. — There are challenges associated with ML projects when built and run by different developers in a team or otherwise. Sometime, the dependencies may end up mismatching, causing troubles for other dependent libraries in the same project. Besides, you also need to have a clear documentation of every step to take…Machine Learning6 min readMachine Learning6 min read
Published inNew Writers Growth ideas·6 hours agoMember-onlyCutting Corners as a Content Creator Has ConsequencesIncrease your mind’s horizon of goals first. Content creation is a slow ritual. Our minds have become accustomed to seeing quicker effort — reward cycles and it does us a disservice. Any successful creator knows that this is a shiny trap. Just like if you would pick up a new…Content Marketing3 min readContent Marketing3 min read
Published inILLUMINATION·Sep 13Member-only5 Digital Product Ideas For You To Create Your Online IncomeIf you’re not sure what digital products to sell, read this What are Digital Products? Digital products, a relatively new concept in the world of e-commerce, are non-tangible assets or pieces of media that are sold and delivered online. They include anything from eBooks, music, digital art, online courses, software solutions, to templates, and…Money5 min readMoney5 min read
Published inLevel Up Coding·Sep 12Member-onlyA Serverless Case Study — Netflix’s ArchitectureDescribing one of the major practical use cases of serverless application development In the last article, we learned about the definition of serverless architectures and how they truly work. We also learned how they differ from traditional client-server-database architectures. In this article, let’s delve into a practical use case of…Programming4 min readProgramming4 min read
Published inLevel Up Coding·Aug 3Member-onlyWhat is Serverless Technology? A Deep Dive — Part 1An introduction and fundamental comparisons of serverless apps with traditional apps Serverless technology has exploded in popularity the past couple of years and more and more people are opting for it instead of traditional architectures for their web and mobile applications. A couple of…Programming4 min readProgramming4 min read
Published inGeek Culture·Jul 19Member-onlyUnraveling the Magic of Message Queues and How To Use ThemWhat role do they play in modern software systems? Let’s find out. Time and again, you’ve probably wondered what role do message queues play in today’s software infrastructure. Well, they play a pivotal role. Imagine a world without message queues where every task was done synchronously. Imagine a scenario where a payment processor only used synchronous means of handling “payment succeeded” checks.Technology5 min readTechnology5 min read
