8+ hour, 52+ min ago  (158+ words) You can spend years writing Python and still miss libraries that completely change how you build software. Most developers know the usual suspects — requests, numpy, pandas, flask. They're fantastic, but they aren't exactly surprising anymore. The libraries in this article…...

4+ mon, 9+ hour ago  (142+ words) Most Python scripts die the same way. You write a quick script. It solves the problem. Everyone is impressed for about 48 hours. “Can we actually use this every day?” And suddenly your 60-line script becomes a real application problem. You…...

3+ mon, 3+ week ago  (1608+ words) TL;DR: This pipeline uses dbt Core + DuckDB locally — no infrastructure — to normalize domains, deduplicate URLs, enforce data contracts via tests, and materialize four analyst-ready mart tables from raw SERP API output. After web ingestion, you’ll have inconsistent domains, duplicate…...

3+ mon, 4+ week ago  (197+ words) | by Muhammad Qasim | Mar, 2026 Python in Plain English 10 Python Data Science Projects That Give You Skills, Not Just Certificates Create meaningful projects that showcase your abilities and accelerate your career. A few years ago, I hired a junior data scientist…...

3+ mon, 4+ week ago  (158+ words) If you’ve been writing Python for a few years, you probably have two realizations: I’ve met senior engineers who manually check logs, restart servers, or track builds with spreadsheets. Meanwhile, a 30-line Python script could replace the whole routine. Developer…...

4+ mon, 1+ week ago  (140+ words) If you’ve worked with data long enough, you know the pain: Exploration takes forever, even when the modeling doesn’t. Raw data is like an unruly teenager — moody, inconsistent, full of surprises, and always hiding something. Your job? Figure out what…...

4+ mon, 6+ day ago  (177+ words) I’ve met a lot of Python developers who proudly say they’re “advanced.” Then you ask a simple question like: “How does Python resolve attributes using descriptors?” …and suddenly the room gets very quiet. Here’s the uncomfortable truth: knowing syntax isn’t…...

4+ mon, 1+ week ago  (121+ words) The numbers don’t lie — and neither do the 64,000+ open jobs waiting for Python developers. Let me cut straight to the chase. In late 2025, Python achieved something no programming language has ever accomplished in the 23-year history of the TIOBE Index:…...

4+ mon, 5+ day ago  (226+ words) The first client I landed from a side project wasn’t from a portfolio page or a cold email. It was from a GitHub repo someone found while searching for a solution to a problem they already had. They emailed me,…...

5+ mon, 2+ week ago  (172+ words) I’ve been writing Python for more than four years. Long enough to stop being impressed by syntax tricks. Long enough to stop chasing “cool” libraries just because they’re trending. And long enough to realize something uncomfortable: Most of the real…...