Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
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Updated
Mar 14, 2024
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way
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…
Forward Mode Automatic Differentiation for Julia
New open-source cross-platform symbolic algebra library for C# and F#. Can be used for both production and research purposes.
Quantitative Interview Preparation Guide, updated version here ==>
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
Do maths like a normal person
a symbolic math expression evaluator for javascript
➗ A really micro micro-service for advanced math.
List of resources & possible pathway for the Math of Machine Learning and AI.
Mathematics for Machine Learning and Data Science Specialization - Coursera - deeplearning.ai - solutions and notes
The Emmy Computer Algebra System.
An experimental computer algebra system written in Go
☕ Symja - computer algebra language & symbolic math library. A collection of popular algorithms implemented in pure Java.
⌨ Importable dictionary for typing math symbols more easily on your Android phone by using keyboard shortcuts inspired by LaTeX
Reverse Mode Automatic Differentiation for Julia
Complete path for a beginner to become a Machine Learning Scientist!
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