Courses & TutorialsProgramming

Awesome Machine Learning Tutorials – Massive Collection of Resources

Machine Learning & Deep Learning Tutorials

  • This repository contains a topic-wise curated list of Machine Learning and Deep Learning tutorials, articles and other resources.

Contents

Introduction

Interview Resources

Artificial Intelligence

Genetic Algorithms

Statistics

Useful Blogs

Resources on Quora

Kaggle Competitions WriteUp

Cheat Sheets

Classification

Linear Regression

Logistic Regression

Model Validation using Resampling

Deep Learning

Natural Language Processing

Computer Vision

Support Vector Machine

Reinforcement Learning

Decision Trees

Random Forest / Bagging

Boosting

Ensembles

Stacking Models

Vapnik–Chervonenkis Dimension

Bayesian Machine Learning

Semi Supervised Learning

Optimization

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