PinnedMy Most Viewed Medium Stories — (Updated Monthly)Say Hi to me on LinkedIn, Twitter, and Medium. Also, check out my blog too. How to Become a Terrific Data Scientist (+Engineer) Without Coding Making sense from data is common sense. Coding skills aren’t the superpower of a data scientist or data engineer.towardsdatascience.com 5 Python GUI Frameworks to Create Desktop, Web, and Even Mobile Apps. You could build beautiful apps purely in Python.towardsdatascience.com1 min read1 min readMy Most Viewed Medium Stories — (Updated Monthly)Say Hi to me on LinkedIn, Twitter, and Medium. Also, check out my blog too.How to Become a Terrific Data Scientist (+Engineer) Without CodingMaking sense from data is common sense. Coding skills aren’t the superpower of a data scientist or data engineer.towardsdatascience.com5 Python GUI Frameworks to Create Desktop, Web, and Even Mobile Apps.You could build beautiful apps purely in Python.towardsdatascience.comWelcome to the Age of Citizen Data ScientistsData science has been democratized for the most part. AI is now mainstream!towardsdatascience.com3 Ways to Deploy Machine Learning Models in ProductionDeploy ML models and make them available to users or other components of your project.towardsdatascience.comCreate Stunning Visualizations With Pandas Dataframes in One Line of CodeA simple trick to make your charts interactive and visually appealingtowardsdatascience.com----
Published in Level Up Coding·Nov 20Member-onlyAre No-Code Platforms a Threat to Developers?What skills you as a developer should have to be irreplaceable? — The world is simplified. The work of developers is to be. Ever since we started using machines, there has been programming. The algorithm for the Analytical Engine is considered the first computer programming language. The English mathematician Ada Lovelace created it in 1883 for Charles Babbage’s mechanical general-purpose computer.Technology6 min readTechnology6 min read
Published in DataDrivenInvestor·Nov 20Member-onlyWhy I Think YouTube Is Not a Place to Learn Data Science.This amazing platform has a different purpose. Use it wisely. — If you say YouTube is your last resort, I have no objection. But being free and super popular doesn’t make YouTube the best learning platform. Having tons of tutorial videos doesn’t either. YouTube is a social media built for videos. Over time it has proven valuable in many ways—people from…Data Science6 min readData Science6 min read
Published in Towards Data Science·Sep 27Member-onlyIs Your Python For-loop Slow? Use NumPy InsteadWhen speed matters, lists aren’t the best. — Speed is always a concern for developers — especially for data-savvy work. The ability to iterate is the basis of all automation and scaling. The first and foremost choice for all of us is a for-loop. It’s excellent, simple, and flexible. …Data Science4 min readData Science4 min read
Published in Towards Data Science·Sep 16Member-only5 Unusual Ways Bias Can Sneak into Your ModelsThese "Generally Good Practices" have their downsides. — We should be using more AI solutions by now. But there's this bias issue to consider! We've seen AI models perform differently for underrepresented groups. These issues have been debated heavily in recent years. …Artificial Intelligence6 min readArtificial Intelligence6 min read
Published in Towards Data Science·Sep 13Member-only3 Tested Techniques to Recover Your Failing ModelsModels that once did well may start to deteriorate. This is how you could stay on course. — There’s only one constant in the universe — CHANGE! Everything you see and sense was a version of itself a moment ago — the data you used to fit your models are no exception. A perfect model over time fails to predict as it used to. It’s not a bug…Data Science6 min readData Science6 min read
Published in Level Up Coding·Aug 16Member-onlyPainless Task Scheduling Using PythonYou can use Crontab, or you can use this — Running tasks on a schedule is not a rare use case. Pretty much every programmer does it. The standard technique used for scheduling is using Cron jobs. I have no objection to using Cron and still think it’s a stable way. But what if you want a scheduler all in…Programming5 min readProgramming5 min read
Published in Towards Data Science·Aug 11Member-onlyHow to Create File System Triggers in PythonHow to painlessly monitor file creation, modification, and deletion programmatically — Imagine you work with a client system where they upload files to an FTP folder. We’ve got to process the file as soon as it appears in the folder and push it to a database. A real-time dashboard is accessing the database. …Programming5 min readProgramming5 min read
Published in Towards Data Science·Aug 9Member-onlyHow To Write Readable, Elegant Regex Patterns In PythonWrite more understandable regex in a friendly declarative syntax — Regex is, without a doubt, the most helpful text processing tool ever invented. It helps us find patterns rather than exact words or phrases in a text. And regex engines are noticeably faster too. Yet, the difficult part is to define a pattern. Experienced programmers may define it on the…Programming3 min readProgramming3 min read
Published in Geek Culture·Aug 7Member-onlyLet Non-technical People Tweak Your Software Without Pain.A brief guide to using TOML configuration files in Python projects. — How’d you change the behavior of a software project based on a set of parameters? You could use environment variables. But what if you want complex structures in the parameters? Can you use JSON? Yes, you can. JSON files don’t allow comments. How’d you describe your parameters to readers? The…Programming5 min readProgramming5 min read
