1d ago · 16 min read · For my Big Data and Cloud Platform Development Course, I used the Databricks platform to build Marathos Atlas. The whole learning goal was to build a lakehouse workflow that transforms raw global mara
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2d ago · 4 min read · The "just apply more" advice isn't working because the math doesn't work. I've been scraping and normalizing tech job postings daily — engineering, data, AI, DevOps, product and security. I wanted to
Join discussionMay 23 · 7 min read · For a long time, I thought data analytics was someone else's job. Not mine. Not the person who spent years answering support tickets, untangling customer frustrations, and becoming the go-to subject m
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May 11 · 2 min read · I've been working on a project that pulls environmental data from federal agencies — EPA, FEMA, USGS, CDC, Census, and about 45 others. Some things I ran into that might save you time: Federal APIs are wild No two agencies use the same format. EPA gi...
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May 11 · 5 min read · The US government collects insane amounts of data about every ZIP code. Water violations, lead levels, radon zones, flood claims, wildfire risk, bridge conditions, air quality. All public. Also scattered across dozens of federal agencies in formats t...
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May 7 · 2 min read · If you've been running AI/ML workloads on Kubernetes, you know how painful startup times can be. Loading large models into memory and initializing GPU state can take minutes, which really slows down scaling and recovery scenarios. Well, good news! Go...
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May 7 · 3 min read · Most scraping guides focus on whether your request succeeds. That's the wrong metric. The real problem: your scraper might return HTTP 200 and still give you garbage. This is now standard practice at major retailers — they identify bot-like traffic a...
Join discussionMay 6 · 7 min read · Your business intelligence team has built something impressive. They have dashboards showing customer lifetime value by segment. They can tell you which cohorts are churning. They can correlate product features with retention. They've turned raw data...
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