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hrnbot / Basic-Mathematics-for-Machine-Learning

Star 573

The motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learning and other fields of AI

python machine-learning statistics ai calculus algebra notebook linear-algebra probability mathematics pytorch mathematical-analysis maths beginner siraj mathematical-functions prerequisites siraj-raval machinelearning-python
  • Updated Sep 13, 2022
  • Jupyter Notebook

mariuszgromada / MathParser.org-mXparser

Star 892

Math Parser Java Android C# .NET/MONO (.NET Framework, .NET Core, .NET Standard, .NET PCL, Xamarin.Android, Xamarin.iOS) CLS Library - a super easy, rich and flexible mathematical expression parser (expression evaluator, expression provided as plain text / strings) for JAVA and C#. Main features: rich built-in library of operators, constants, ma…

android java c-sharp xamarin calculus dotnet mono mathematical-expressions-evaluator dotnet-core pcl xamarin-ios xamarin-android formula-parser boolean-expression dotnet-standard expression-evaluator math-parser bitwise-operators user-defined-structures binary-relations
  • Updated May 12, 2024
  • HTML

greyhatguy007 / Mathematics-for-Machine-Learning-and-Data-Science-Specialization-Coursera

Star 302

Mathematics for Machine Learning and Data Science Specialization - Coursera - deeplearning.ai - solutions and notes

python machine-learning statistics deep-learning calculus linear-algebra probability coursera matrices gradient coursera-machine-learning coursera-data-science coursera-assignment deeplearning-ai coursera-specialization coursera-mathematics math4ml
  • Updated Jun 2, 2023
  • Jupyter Notebook

Ryota-Kawamura / Mathematics-for-Machine-Learning-and-Data-Science-Specialization

Star 170

Master the Toolkit of AI and Machine Learning. Mathematics for Machine Learning and Data Science is a beginner-friendly Specialization where you’ll learn the fundamental mathematics toolkit of machine learning: calculus, linear algebra, statistics, and probability.

machine-learning calculus linear-regression linear-algebra probability mathematics gradient-descent bayesian-statistics linear-equation mathematical-optimization determinants eigenvalues-and-eigenvectors
  • Updated Jul 10, 2023
  • Jupyter Notebook
data-science-notes

wyattowalsh / data-science-notes

Sponsor
Star 101

Open-source project hosted at https://makeuseofdata.com to crowdsource a robust collection of notes related to data science (math, visualization, modeling, etc)

visualization data-science machine-learning statistics calculus simulation modeling linear-algebra probability regression classification first-timers crowdsourcing up-for-grabs compilation first-timers-only jupyter-book
  • Updated Oct 3, 2023
  • JavaScript

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