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From 0 To Research Scientist Resources Guide ⭐ 6,443

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

Ml Foundations ⭐ 2,224

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

Hackermath ⭐ 1,339

Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way

Precourse ⭐ 587

A repo for the pre-course work at home exercises

Basic Mathematics For Machine Learning ⭐ 418

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

Michael S Data Science Curriculum ⭐ 381

This is the companion curriculum to my guide to becoming a data scientist.

The Math Of Intelligence ⭐ 379

List of resources & possible pathway for the Math of Machine Learning and AI.

Awesome Maths Learning ⭐ 269

😎 📜 Collection of the most awesome Maths learning resources in the form of notes, videos and cheatsheets.

Machine Learning Curriculum ⭐ 248

Complete path for a beginner to become a Machine Learning Scientist!

Awesomemlmath ⭐ 212

Curated list to learn the math basics for machine learning

Awesome Machine Learning Deep Learning Mathematics ⭐ 110

A curated list of mathematics documents ,Concepts, Study Materials , Algorithms and Codes available across the internet for machine learning and deep learning

Quant Notes ⭐ 101

Quantitative Interview Preparation Guide, updated version here ==>

Intuitive Math ⭐ 82

Intuitive math descriptions and animations (like 3b1b)

Data Science Notes ⭐ 75

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

Undergraduate In Statistics ⭐ 59

Using Computer with your Statistics Major Course

Datascienceresources ⭐ 46

数据科学相关的学习资源，例如MOOC课程，OCW课程，电子书等等。

Mathematics For Machine Learning And Data Science Specialization Coursera ⭐ 42

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

Publications ⭐ 42

My publications on Medium

Learn Machine Learning In 3 Month ⭐ 34

Mathematics_for_machine_learning ⭐ 32

Learn the mathematics behind machine learning and explore various mathematical concepts within machine learning.

Engineering Toolkit for Java

Mathematics For Machine Learning And Data Science Specialization ⭐ 25

Non-credit online course by DeepLearning.AI

Curso De Matlab ⭐ 25

Ml Knowledge Graph ⭐ 23

Organizing concepts related to machine learning and artificial intelligence

Deep Nlp Reading List ⭐ 23

Deep Learning / Machine Learning reading list - mainly related to NLP

Ai Resource ⭐ 18

Collection of resources for AI

Math App Ml ⭐ 13

Essential mathematics for applied machine learning and data science

Math For Ml ⭐ 12

Mathematical preliminaries for machine learning

Ds Scriptsnook ⭐ 11

🎊One Stop Destination to get acquainted with scripts in Data Science. Turn yourself into a pro. Show your support by ✨ this repository.

Mathematics For Ml Specialization ⭐ 10

This is the solution of the "Mathematics for Machine Learning Specialization" made by Coursera

Mathematics For Machine Learning ⭐ 10

This repository contains the code for all the programming tasks of the Mathematics for Machine Learning courses taught at Coursera by Imperial College London

Dl Playground ⭐ 9

Exercises & challenges for aspiring deep learners

Curriculum ⭐ 9

Links and resources to everything I am looking to study sometime in the future...

Hypemaths ⭐ 8

A extensible and easy way for advanced maths and its implementation in python!

Learning Of Computer Science ⭐ 7

Awesome! Learning computer science by yourself.

Cheatsheets ⭐ 7

Here you find CheatSheets for Data Science Topics

Introduction To Data Analyst And Data Science ⭐ 6

Introduction to Data Analyst and Data Science for Beginners

Introductory_maths ⭐ 6

A repository of tutorials to revise mathematical concepts required for statistics and machine learning

A symbolic derivative calculator REST API and Java library

A Lite & Memory Efficient PHP Library for Scientific Computing

A bachelor's degree in mathematics.

Powerful math tools for equation solving, calculus, vectors, mathematical series, matrices, etc.

Mathematics For Machine Learning And Data Science Specialization ⭐ 5

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.

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