Math Unlocked With Katrina

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255 videos

Welcome to Math Unlocked With Katrina, where math and machine learning become simple and engaging! The videos tackle a wide range of mathematical concepts an...

Latest Videos

The ML Mathematics Behind Gradient Descent and Newton’s Method Optimization -Taylor Series Explained

What is a Taylor Series Intuition, Formula, Machine Learning Applications, & Examples #maths #stem

How to Solve First Order ODEs with the Integrating Factor Method Derivation & Example #maths

Intro to Integrals Riemann Sums, Fundamental Theorem of Calculus & Machine Learning Applications

Chain Rule Proof with Limits - Derivative Rules Explained Mathematical Proofs #maths #stem #learn

Leibniz Formula of Matrix Determinants in Minutes! Learn how to find the determinant of any matrix

How to Solve First-Order PDEs with the Methods of Characteristics Full Derivation + Example #maths

Square Root of Negative 25 (Imaginary Numbers & Machine Learning Math Applications)

First-Order ODEs - Integrating Factor Method Derivation & Example Ordinary Differential Equation

Exact Ordinary Differential Equations (ODEs) How to Easily Solve First Order ODEs (3 Step Example)

Separable Differential Equations in Minutes Step-by-Step Guide to Solving First Order ODEs #maths

Integration by Parts TWICE! Step-by-Step Solution for ∫ x²·eˣ dx (Advanced Example)#calculus #maths

Integration by Parts Made Easy Integrate x·cos(x) Step-by-Step (u·dv Method) #maths #calculus #fyp

How to Sketch Polynomials Step by Step (Without Calculus) Easy Polynomial Graphing Tutorial #maths

Square Root of Negative Numbers Explained (Imaginary Numbers & Machine Learning Math Applications)

Polynomial That’s Both Even and Odd Understanding y = 0 Polynomial Symmetry Explained #maths #fyp

x^x derivative Learn how to solve this derivative in minutes! (Log rules, implicit differentiation)

Polynomial Symmetry Line Symmetry, Point Symmetry & Machine Learning Applications #maths #fyp

What is the Difference Between EvenOdd Degree Polynomials vs EvenOdd Functions #maths #education

End Behaviour of Polynomials Easily Explained (Infinity, Leading Coefficients, & Degree) #maths #fyp

Even Functions vs Odd Functions (Polynomial Symmetry, Algebraic & Geometric Definitions) #maths #fyp

L’Hôpital’s Rule Easily Explained with Examples (How to Solve Indeterminant (infinite) Limits) #math

Trigonometry Quadrant Based Questions CAST Rule, Ratios & Special Triangles Easily Explained #math

Domain and Range of Polynomials (Easily Explained with Examples) #maths #polynomials #education #fyp

What are Polynomials Classifying Polynomials based on their Degree and Leading Coefficient #maths

How to Apply Math in Machine Learning Cohere Labs ML Summer School LIVE Q&A #maths #ai #education

What are Defective Eigenvalues (Algebraic vs Geometric Multiplicity Easily Explained) #maths #fyp

Machine Learning Math Refresher Cohere Labs ML Summer School (Live Session Replay) #maths #ai #fyp

Algebraic vs Geometric Multiplicity of Eigenvalues! What Happens if Geometric is less than Algebraic

Equation of a Line Easily Explained Slope, Intercept & Graphing Made Easy #maths #polynomials