Subscribe
Sign in
Home
Notes
AI Clarity
Artificial Intelligence
Machine Learning
Deep Learning
Math Behind AI
Coding for AI
Archive
About
Latest
Top
Discussions
If Calculus Confused You, This Might Finally Make It Click.
Linear Regression Is Taylor Approximation.
Mar 12
•
Tina Sharma
1
AI Clarity: Fluency Without Understanding
Why AI can sound like an expert, say something completely wrong, and why that gap is the most important thing to understand about these systems.
Mar 10
•
Tina Sharma
1
February 2026
The AI Field Guide: Everything I’ve Written on AI (Organized, Beginner → Advanced)
From Python foundations to ML, LLMs, AI systems, agents, and real-world limits
Feb 28
•
Tina Sharma
3
2
1
You're Not Doing Regression. You're Choosing a Probability Distribution.
A practical guide to choosing Normal, Bernoulli, Poisson, or Binomial — and why the wrong choice breaks your model
Feb 16
•
Tina Sharma
1
I Wake Up to ‘AI Is Replacing Everyone’ Every Day. But Then I Read AI Builds AI
I dismissed AI hype for months. Then I used it to solve a decision I’d been avoiding. Everything clicked.
Feb 15
•
Tina Sharma
What Is Multitask Learning? (Shared Backbone + Task Heads Explained)
Learn MTL using the x² and x³ example, including loss weighting and why tasks can dominate training.
Feb 8
•
Tina Sharma
3
2
When Statistical Pattern Matching Fails: A Dating App Lesson in Information Theory
Why and How Pattern Matching Works for Gmail Smart Compose—but Fails for Human Matching
Feb 2
•
Tina Sharma
1
1
December 2025
Core ML: What They Don't Teach You
Understanding what your models actually believe
Dec 20, 2025
•
Tina Sharma
3
1
1
KL Divergence Isn’t Symmetric. It Was Never Meant to Be.
A practical explanation of extra bits, surprise and model mismatch
Dec 16, 2025
•
Tina Sharma
1
1
Python Collections Module
Master Counter, defaultdict and OrderedDict
Dec 13, 2025
•
Tina Sharma
4
1
3
Python Dictionary Comprehensions Explained: Easy Guide with Examples
What Are Dictionary Comprehensions?
Dec 10, 2025
•
Tina Sharma
1
Deep Dive into Python Set 🐍
Master Set Theory Operations & Advanced Use Cases
Dec 10, 2025
•
Tina Sharma
1
1
This site requires JavaScript to run correctly. Please
turn on JavaScript
or unblock scripts
