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SASrikar Amarathe-math-behind-ml.hashnode.devJun 3, 2025 · 11 min read

The Math Behind ML : Vectors - Introduction

Linear Algebra is the study of vectors and certain rules to manipulate vectors [From our previous blog here]. In this post, we’ll dive deeper into what a vector really is and learn more about how it’s used in various domains like Physics, Mathematics...

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MManoelfreecodecamp.orgJan 12, 2025 · 23 min read

120 Free Online Math Courses from the World’s Top Universities

In this article, we’ve compiled over 300 online courses offered by the 60 best universities in the world for studying math. We did so by combining popular university rankings to identify the best inst

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TATatev Aslanyanfreecodecamp.orgJun 4, 2024 · 17 min read

Practical Guide to Linear Algebra in Data Science and AI

"In God we trust; all others bring data." – W. Edwards Deming This famous quote from Edwards Deming perfectly captures the essence of modern Data Science and AI. Data is the lifeblood of Data Science and AI fields – Machine Learning, Deep Learning, ...

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FfreeCodeCampfreecodecamp.orgJul 31, 2023 · 7 min read

How to Calculate Definite and Indefinite Integrals in Python

By Roy Chng Python is a versatile programming language that offers libraries and tools for scientific computing and mathematical calculations. Many essential mathematical operations frequently involve definite and indefinite integrals. In this artic...

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DGDaniel García Sollafreecodecamp.orgAug 19, 2022 · 21 min read

How to Use Graph Theory to Build a More Sustainable World

Discrete mathematics is an area of math based on the study of formal structures whose nature is fundamentally separate and distinct. This means it focuses on integers and natural sets of numbers, shapes, and other objects that you can count finitely...

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IMIlenia Magonifreecodecamp.orgAug 3, 2022 · 5 min read

What is a Factorial? How to Calculate Factorials with Examples

A factorial is a mathematical operation that you write like this: n!. It represents the multiplication of all numbers between 1 and n. So if you were to have 3!, for example, you'd compute 3 x 2 x 1 (which = 6). Let's see how it works with some more ...

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EPEdward Pratowskifreecodecamp.orgJun 6, 2022 · 5 min read

Learn Foundational Mathematics on freeCodeCamp – Interactive Math Courses Open Beta

Do you want to use Python to solve math problems? Then freeCodeCamp's new Foundational Math course will guide you through the essential math you need to know to prepare you for the Data Science curriculum. You will get a math refresher with a twist....

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FfreeCodeCampfreecodecamp.orgApr 4, 2022 · 6 min read

Scientific Computing in Golang with the Gonum Package

By Ukeje Chukwuemeriwo Goodness In this article, I'll introduce you to Gonum, a package you can use to perform scientific computations in the Go programming language. Here's what we'll cover in this intermediate tutorial: What is Gonum? Why use Gonu...

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JJasonfreecodecamp.orgNov 24, 2021 · 4 min read

All the Math You Need to Know in Artificial Intelligence

I’m an AI researcher, and I’ve received quite a few emails asking me just how much math is required in Artificial Intelligence. I won’t lie: it’s a lot of math. And this is one of the reasons AI puts off many beginners. After much research and talks ...

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HTHarshit Tyagifreecodecamp.orgSep 1, 2021 · 7 min read

How Machine Learning Uses Linear Algebra to Solve Data Problems

Machines or computers only understand numbers. And these numbers need to be represented and processed in a way that lets machines solve problems by learning from the data instead of learning from predefined instructions (as in the case of programming...

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#advanced-mathematics

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Trending tags this week

The Math Behind ML : Vectors - Introduction

120 Free Online Math Courses from the World’s Top Universities

Practical Guide to Linear Algebra in Data Science and AI

How to Calculate Definite and Indefinite Integrals in Python

How to Use Graph Theory to Build a More Sustainable World

What is a Factorial? How to Calculate Factorials with Examples

Learn Foundational Mathematics on freeCodeCamp – Interactive Math Courses Open Beta

Scientific Computing in Golang with the Gonum Package

All the Math You Need to Know in Artificial Intelligence

How Machine Learning Uses Linear Algebra to Solve Data Problems