Table of Contents

General Stuff

Interview Resources

Artificial Intelligence

Genetic Algorithms

Statistics

Useful Blogs

Resources on Quora

Resources on Kaggle

Cheat Sheets

Classification

Linear Regression

Logistic Regression

Model Validation using Resampling Cross Validation Bootstrapping

Deep Learning Frameworks Feed Forward Networks Recurrent Neural Nets, LSTM, GRU Restricted Boltzmann Machine, DBNs Autoencoders Convolution Neural Nets

Natural Language Processing Topic Modeling, LDA Word2Vec

Computer Vision

Support Vector Machine

Reinforcement Learning

Decision Trees

Random Forest / Bagging

Boosting

Ensembles

Stacking Models

VC Dimension

Bayesian Machine Learning

Semi Supervised Learning

Optimizations

General Stuff

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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