A-Z Machine Learning Resources

Paras Patidar
MLAIT
Published in
11 min readJan 9, 2020

--

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

--

--