Myths About Data Science That Beginners Should Ignore
You know that moment when you tell someone you’re learning data science, and their eyes widen like you just said you’re training to be an…
GitHub for Data Science: How to Build a Professional Profile from Day 1
Imagine you’re just starting out as a data scientist. You’ve spent time learning pandas, played around with some machine learning models, and…
10 Essential Statistics Concepts Every Data Science Beginner Must Know
Today, while cleaning out an old Dropbox folder, I stumbled upon my very first data science project. Oh boy. It was a Frankenstein’s…
How to Build Your Data Science Learning Plan from Scratch
I was mid-scroll through a very convincing Reddit thread titled something like “The Only Data Science Roadmap You’ll Ever Need” when it hit…
How to Get Your First Data Science Job (Without Experience)
Ever feel like every “entry-level” data science job wants three years of experience and a PhD in quantum sorcery? Yeah. Me too. You open a job…
How Long Does It Take to Become a Data Scientist? Honest Timelines
The night I Googled “how long does it take to become a data scientist,” I was knee-deep in a Python tutorial that made me feel like I had the…
Building Your First Data Science Portfolio: Tips That Actually Work
You know that gnawing feeling? The one where you’ve spent months learning Python, pandas, and machine learning… but when someone says,…
Data Science vs. Analytics vs. Engineer: What’s Right for You?
A few years back, I applied for a “Data Science” job thinking I was going to spend my days building sleek machine learning models. Fast…
How Much Math Do You Really Need for Data Science?
Ask most aspiring data scientists what secretly keeps them up at night, and you’ll hear it: the math. Not the coding, not the tools —…
What Is Data Science? A Beginner’s Guide to Your New Career
When I first heard the term “data science,” I pictured something wildly complicated—think chalkboards crammed with math formulas, and a bunch…