Correlation Coefficient
let’s break down correlation coefficient in simple, visual, and intuitive terms 👇 🎯 What is a Correlation Coefficient? It’s…
Random Variable (Statististics)
A random variable is a way to assign numbers to the outcomes of a random experiment.#Statistics #MachineLearning #DataScience #Zulqai…
Mutually Exclusive Events
Mutually exclusive events are events that cannot happen in the same trial or moment. If one happens, the other…
Histogram Vs Box Plot
Use of Statistics & Graphs In Data Science -Use a box plot for quick insights.-Use a histogram when you…
Percentile
A percentile tells you what percent of values fall below a certain point in your data. If you're in…
Why We Use (n-1) For Sample Variance
That’s a fantastic question, and you are really curious about Machine Learning & AI — and it’s also the…
Modeling With Equations
Modeling with equations is essential for both math and machine learning, as it helps you translate real-world problems into…
Equations
Understanding Equations in Simple Terms An equation is like a balance scale ⚖️. It shows that two things are…
Rational Expressions
A rational expression is just like a fraction, but instead of just numbers in the numerator and denominator, there…
Algebraic Expressions
An algebraic expression is like a mathematical recipe that tells you how numbers and letters (variables) are combined using…
Exponents
Exponents are a way of writing repeated multiplication in a short form. Instead of writing the same number multiple…
Real numbers
Real numbers are just numbers that can be found on the number line. They include: Basically, real numbers include…
Functions
Think of a function as a machine that takes something in, does some work on it, and then gives…
delta and epsilon in layman terms
Delta (Δ) → Change or Difference Epsilon (ε) → Tiny Margin of Error#machinelearning #ArtificialInteligence #zulqai — Zulqarnain Jabbar (@Zulq_ai)…
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