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Mathematical Basics

Mathematical basics encompass fundamental concepts that form the foundation for more advanced topics in mathematics and its applications. Key areas include arithmetic, algebra, geometry, and combinatorics.

Arithmetic involves basic operations such as addition, subtraction, multiplication, and division. These operations are essential for performing calculations and solving problems. Algebra introduces variables and equations, allowing for the representation of relationships and the solving of unknowns.

Geometry focuses on the properties and relationships of shapes and spaces, including concepts like points, lines, angles, and surfaces. Combinatorics, on the other hand, deals with counting, arrangement, and combination of objects, which is crucial in probability and statistics.

Understanding these basics is vital for progressing in fields like computer science, data science, and artificial intelligence, where mathematical principles are frequently applied.

If you have specific areas of interest or questions about mathematical concepts, feel free to ask!

Mathematical concepts

 Super Study Guide

Combinatorics ​ Factorial ​ The factorial n ! n! n ! of a given integer n n n is defined as follows: n ! ≜ n × ( n − 1 ) × . . . × 2 × 1 \boxed{n!\triangleq n\times(n-1)\times...\times2\times1} n ! ≜ ...

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Math

 Codecademy

In TensorFlow, math operations are fundamental for performing various mathematical computations on tensors. Tensors are multi-dimensional arrays that can be manipulated using various operations. Tenso...

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Algebra Essential Concepts with Python

 Python in Plain English

Algebra is a branch of mathematics that focuses on the study of symbols and the rules for manipulating them. It is used to solve equations, simplify expressions, and solve problems. It is also used…

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Math Methods

 Codecademy

In NumPy, Math Methods are used to perform mathematical operations on arrays. These methods encompass arithmetic operations, trigonometric functions, exponential and logarithmic functions, and more. T...

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A little bit of math that you can use in python

 Analytics Vidhya

When someone try to complete a university assignment, programming course or a challenge on site as hackerrank, codewars or similar, if someone is a novice tends to get stuck when faced with math…

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Learning Math Through Code: Derivatives

 Towards Data Science

Mathematics is a notoriously difficult subject for many. Because of its cumulative and abstract nature, students can find it challenging to make connections and understand how math is applied. In my…

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Learn about Variables, expressions and statements

 Learn Python the Right Way

(Watch a video based on this chapter here on YouTube .) 2.1. Values and data types A value is one of the fundamental things — like a letter or a number — that a program manipulates. The values we have...

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But What is LDA? Explained using mathematical animation like 3Blue1Brown.

 Towards Data Science

Have you ever struggled with explaining mathematical concepts? 3Blue1Brown is my favourite Youtube channel when it comes to finding cool videos and animations explaining Math and Stats topics. I was…

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Basic Mathematics for Data Science

 Analytics Vidhya

Like some of us, even I 😔suffered from a lack of guidance in my initial days of learning 📊data science. Although I had covered required mathematics in my Undergraduate degree, It became irrelevant…

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Embarking on a Quest to Learn More Math

 Towards Data Science

I am a working “Data Scientist”, which I put in quotes because the term means pretty much whatever one wants it to mean. All I know is that I work with a lot of data and I build models and sometimes…

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An Introduction to Mathematical Thinking for Data Science

 Towards Data Science

When I took my first math class in college, I was hopelessly lost. It seemed as if the professor was speaking in a different language, and I found myself consistently confused on the assignments and…

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Math Methods

 Codecademy

The Java Math class provides several static methods that allows us to work on mathematical calculations with numbers. These methods can be accessed by using the Math class with a given method: Math Co...

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