Reaching 20k+ readers on Medium and over 3k learners by email, I draw on my 4 years of experience as a Senior Data Engineer to demystify data science, cloud and programming concepts while sharing job hunt strategies so you can land and excel in data-driven roles. Subscribe for 500 words of actionable advice every Thursday.
[Pipeline] Provision A Python VM In 5 Minutes
The Latest From Pipeline: Your Data Engineering ResourceHi past, present or future data professional! One of the worst habits you can adapt in data engineering is to accept a tool or technology as a black box you’ll simply never understand. For me, for the longest time, this was virtual machines. I would commit and troubleshoot code that would run within a VM but never quite knew how to interact with it. Recently, I provisioned a Google Cloud Compute Engine instance for a junior teammate and learned how to simply and logically create a virtual environment that can boost compute power and accurately mimic production. The best part is, I’ve distilled this into a process that shouldn’t take you more than 5 minutes. Read the latest here. And if you want to learn why automation isn’t always the end goal of software engineering, read last week’s article. Thanks for ingesting, -Zach |
Extract. Transform. Read.
Reaching 20k+ readers on Medium and over 3k learners by email, I draw on my 4 years of experience as a Senior Data Engineer to demystify data science, cloud and programming concepts while sharing job hunt strategies so you can land and excel in data-driven roles. Subscribe for 500 words of actionable advice every Thursday.
Hi fellow data professional! I’ve broken my own data project rule. I’ve used the same data over and over again. For 3 years. It sounds boring but that depth exposure may actually be one of the few moats that slows encroaching AI. A little context: I support subscriptions, newsletters and growth for my employer. Spoiler alert: These areas are all basically the same thing. And they use basically the same three data sets. While I have opportunities to jump to other projects, this has been my...
Hi fellow data professional! I had a very adult weekend after baby bedtime. I uncorked a bottle of wine, cracked open my laptop and… stayed up late making a dashboard tracking my assets and debts. While I learned some important high-level insights that will help me make financial decisions as I renovate and prepare to move into my home, I realized a basic development truth that could help anyone knee-deep in their own project. If your goal is commit or ship then the simplest implementation...
Hi fellow data professional! Next time you think you’ve tried everything in your job search, remember: I once worked with a guy who got hired at a national broadcast network on the strength of his parody rap. The intern, Jake, didn’t have a network or elite contacts, but he wanted an internship at The Tonight Show, a competitive role with over 10,000 applicants per semester. So, he recreated a shot-for-shot parody of a song previously performed on the show, rewritten with lyrics specifically...