???? Lecture 1 — Central Tendency of Data
Vyoma Data Science Initiative | Module 2: Statistics
???? Introduction
In any dataset, we often face a simple question:
> Can we represent all this data using a single number?
Whether it’s exam scores,...
Building an Expectation-Based AI Governance Model EBAGM in Python
What if AI governance wasn’t just about accuracy—but about aligning with human expectations?
Introduction
Most AI systems today are evaluated using metrics like accuracy, precis...
Build a Data Science Query Language in Python using Lark
What if you could write something like this:
DATA 1, 2, 3, 4, 5
SUM
MEAN
STD
…and have it behave like a mini data science engine?
In this tutorial, we’ll build a Domain-Specific Languag...
Automate Your Life with PyAutoGUI: The Unsung Python Library
Have you ever wished your computer could just do tasks for you—open apps, type text, click buttons—while you sip coffee or brainstorm your next big idea? Enter PyAutoGUI, one of Python’s ...
Raw Developer Stories: The Side Nobody Shows
Chapter 2: The Learner Who Wants to Create
I personally started coding because I love creating things. Before I began learning, I was deeply inspired by Tony Stark. He’s a fictional character, of course,...
Raw Developer Stories: The Side Nobody Shows
Chapter 1: The Illusion of Learning to Code
We all start from zero.
Learning the basics.
Writing our first lines of code.
Trying to build something.
We learn, we grow, we build.
But this journey… is...
Raw Developer Stories: The Side Nobody Shows
I thought learning to code would fix my life.
Instead, it confused me.
Hours of tutorials.
Endless scrolling.
Starting things… never finishing them.
At some point, I realized —
I wasn’t alone....
Using Math in Programming Beautifully: Drawing with Turtle
"Programming is not just a skill; it is an art. And math is its brush." — Programming as an Art
Programming becomes truly beautiful when math guides your code. With Python’s turtle module,...
Join The Young Technologist – A Space for Young Minds in Tech!
Are you passionate about technology? Do you love exploring new ideas, sharing tutorials, or writing about the latest in tech? Then The Young Technologist is the perfect place for you!
...
Making AI Understandable: A Beginner’s Guide to Explainable AI XAI
Artificial intelligence is everywhere—from recommending your next binge-watch to helping doctors diagnose diseases. But have you ever wondered why AI makes certain decisions?
If yo...
10 Tools Every Gen Z Developer Should Know About 2026 Edition
If you’re a Gen Z developer trying to survive the chaotic tech world, knowing the right tools isn’t optional — it’s your superpower. The right tools can save hours of work, make your pro...
Lecture 3 — The Art of Collecting Data
By Vyoma Youth Society
In this lecture, we will discuss how data is collected and perform a small practical example using Python.
In the previous lectures, we discussed:
what data really is
why uncertain...
How I Built a NumPy-Like Library in Pure JavaScript
While learning data science with Python, one library impressed me more than any other: NumPy.
NumPy contains many essential numerical and statistical functions that make working with data much ea...
Uncertainty & Randomness — Why Data Is Never Perfect
By Vyoma Youth Society
> If we collect data carefully, why are we still uncertain?
In the first lecture, we learned that data is not reality — it is a representation of reality.
Today, we take ...
Case 002: The Hidden Cyber Threat of Anonymous Platforms and Bots
Introduction
Cybercrime today does not always begin with hacking or malware.
Often, it starts with something that looks harmless — a message from a stranger, an anonymous chat, or ...
What Is Data, Really?
By Vyoma Youth Society
> “Can numbers represent truth?”
Before moving forward, let us pause and ask:
What is data, really?
And more importantly,
Why has the world started saying that data is the new power?
Before reading f...
Launching the Vyoma Data Science Initiative
A 12-Month Public Journey into Mathematical Data Science
Today, I’m starting something long-term.
Not a tutorial series.
Not a “learn pandas in 10 minutes” guide.
Not another machine learning crash cou...
Introduction
Have you ever wondered if a program really does what it’s supposed to — mathematically?
Most programmers test code manually, but there’s a formal way to prove program correctness: it’s called Hoare Logic.
In this post, we’ll:
1. In...
Intro:
Programming is often seen as purely practical—write code, run it, get results. But what if we could study programming theoretically, like a branch of mathematics? Today, I want to share a small but powerful idea: we can represent conditiona...
Programming Is Not Just Logic — It’s an Art We Forgot How to Feel
Most people learn programming like this:
syntax
rules
errors
frameworks
deadlines
Somewhere between our first “Hello World” and our hundredth bug fix, something disappears.
T...