Welcome to “Little bits and pieces of Artificial Intelligence”
A Journey into the Mathematics and Statistics Behind Artificial Intelligence
Artificial Intelligence is everywhere — quietly deciding what we read, what we buy, what we believe, and even what we may become.
And yet, for most people, AI still feels like a mystery. A tool we’re told to use, but not question.
A machine we’re encouraged to trust, but not truly understand.
We created this space because we believe that needs to change.
This website is not for experts. It’s for the curious.
For learners. For thinkers. For those who don’t want to be told “just trust the algorithm.”
Whether we are students exploring AI for the first time,
or working professionals who want to evaluate the quality of what we are using,
or someone who simply believes you have the right to know why machines make decisions —
This is our place.
- What You’ll Find Here
- Clear, step-by-step breakdowns of the mathematics and statistics that powers AI — told without intimidation
- Real-world examples to show not just how AI works, but why it works that way
- Foundations first: from linear regression to neural networks, we start with the basics
- Visual explanations, storytelling, and metaphors designed to make you feel the logic — not just memorise it
- What This Site Stands For
- No more black-box acceptance — we should never feel like a slave to input/output systems
- No more gatekeeping by complexity — smartness isn’t a requirement, curiosity is
- No more blind trust in AI — you deserve to evaluate, question, and even challenge how it works
We believe knowledge is not something to be shared — patiently, clearly, and meaningfully.
If we say to ourselves,
“I want to understand AI, but I don’t know where to start,”
At this website, our mission is simple — to help people understand the mathematics behind artificial intelligence in a way that feels natural, clear, and relevant. We believe that every complex AI term has a mathematical origin, and when those roots are understood patiently, most of us can grasp them. We aim to bridge the gap between theory and intuition by connecting AI concepts to the basic math we encounter in everyday life. Whether it’s understanding how a model “learns” or why a certain algorithm behaves a certain way, we will find real-life analogies, visual insights, and breakdowns that ground artificial intelligence in familiar, relatable logic.
Let this be the place where confusion turns into confidence.
Where fear gives way to understanding.
Where you stop using AI — and start owning it.
We’re glad you’re here.
The journey continues — and it begins with a single question: