Courses

Quantum Computing, From Zero

14:55 · English narration · No prior physics required

A full introduction built up from nothing, and an honest one. We start by killing the myth that a quantum computer "tries every answer at once", then build up qubits, superposition, measurement, entanglement and interference to show what actually gives these machines their power. We finish with what they are genuinely good at, what they are not, and how far the hardware really has to go.

• 0:00Cold open: the myth
• 0:59Why classical computers hit a wall
• 2:44The qubit and superposition
• 4:30Measurement, and the catch
• 6:13Entanglement
• 8:01Interference: the actual engine
• 9:47Gates and circuits
• 11:01What they are actually good at
• 12:37Noise, and where we really are

Machine Learning

20:00 · 16 chapters · No prior maths required

A visual explainer that builds machine learning from the ground up: what it means for a computer to learn from examples instead of rules, and how a training loop turns data into a model that generalises. It works through regression, classification, gradient descent, the train and test split, overfitting, and why accuracy alone can hide failure, then covers decision trees and neural networks, follows one project from definition to deployment, and closes on bias, privacy, drift and human oversight.

• 0:00Introduction
• 0:30What does learning mean?
• 1:50The learning loop
• 3:15Features and labels
• 4:30Three ways to learn
• 5:55Regression: predicting a number
• 7:25Classification: choosing a category
• 8:50Loss and gradient descent
• 10:20Train, validate, test
• 11:35Underfitting and overfitting
• 13:00Measuring performance
• 14:30Trees and forests
• 15:55Neural networks
• 17:25A project from start to finish
• 18:40Limits and responsibility
• 19:35The complete picture

First-Degree Equations

12:16 · Turkish narration · No prior algebra required

A worked lesson on first-degree equations, taught the way the topic is actually examined. It starts from what a variable is, then builds three skills in order: evaluating an expression once you know the value of the letter, translating a sentence into algebra, and finally turning a word problem into an equation and solving it. Every question is worked out on screen rather than just answered.

• 0:00Variables and first-degree equations
• 0:40Evaluating an expression at a given value
• 1:50Practice set, questions 1 to 8
• 4:48Turning a sentence into algebra
• 8:04Word problems: age, money and exam scores

Getting Started with Arduino

Turkish narration · Watch on YouTube

An introduction to Arduino for people who have never used a microcontroller, framed as a first step into building things rather than only reading about them. Published on YouTube as Arduino ile Baslangic: Bilim ve Teknolojinin Kalbine Yolculuk.