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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

Other Tutorials

  • For a collection of Data Science Tutorials using R, please refer to this list.

  • For a collection of Data Science Tutorials using Python, please refer to this list.


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