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Library of FREE resources to learn ML

I've checked all resources)) and all of them are awesome and absolutely free...

PythonColab

I. Mathematics and statistics

The basics of math to understand ML engine:

Khan Academy:
Multivariable Calculus
Differential Equations
Linear Algebra
Statistics Probability

3Blue1Brown:
Essence of Linear Algebra
Essence of calculus

Dive into DL:
math for ML

Karpov.courses - Base math

Statistics base Karpov.courses Stepik

Матан МГУ лекции

Vision introduction to Probability and Statistics link


II. Free ML Courses

Лучшая визуализация статистики и ML на канале StatQuest with Josh Starmer

Excellent article - a short introductory in ML for beginners link

Deep Learning School МФТИ 50 videos базовый курс

Для совсем новичков: Курс по машинному обучению. Проект «ИИ Старт» link

Stanford CS230: Deep Learning 10 videos link

Stanford CS229: Machine Learning Full Course 20 videos link

Stanford CS221: Artificial Intelligence: Principles and Techniques 56 videos link

Stanford CS224U: Natural Language Understanding 63 videos link

MIT 6.S191: Introduction to Deep Learning 63 videos link

Harvard University CS50 Machine Learning 6 videos link

Machine learning with Selfedu 47 videos link

Machine learning from scratch - frameworks' functions in pure python 11 videos AssemblyIA

Анализ данных просто и доступно 95 videos Stepik cource

Intro to Machine Learning Kaggle

Machine Learning Zoomcamp 114 videos DataTalksClub

Машинное обучение НИУ ВШЭ часть 1 часть 2

Deep Learning in Finance from Alfabank link

Много бесплатных курсов по разным веткам ML ods.ai

ШАД Воронцов ML yandex

Подготовка к поступлению в ШАД Яндекса ссылка

Dive into Deep Learning link


III. Software developer cources

Amazing visualization with Tensorflow Tinker With a Neural Network Right Here in Your Browser

Orange data mining software Getting Started with Orange


Roadmap for beginners AssemblyIA GitHub

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