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Cheatsheet

This consists of all models used within machine learning that are useful to me.

The cheatsheet can be found here

Machine Learning

• Data Preprocessing
• Regression Models
• Classification Models
• Clustering Models
• Association Rule Learning
• Reinforcement Learning
• Dimensionality Reduction
• Model Selection
• XGBoost

Deep Learning

• Supervised Deep Learning Models

  • Artificial Neural Networks (ANN)
  • Convolutional Neural Networks (CNN)
  • Recurrent Neural Networks (RNN)

• Unsupervised Deep Learning Models

  • Self Organizing Maps (SOM)
  • Boltzmann Machines (BM)
  • AutoEncoders (AE)

Computer Vision

• Face Recognition
• Object Detection
• Generative Adversarial Networks (GANs)

Artificial Intelligence

• Q-Learning
• Deep Q-Learning
• Deep Convolutional Q-Learning
• Asynchronous Advantage Actor-Critic (A3C)

Natural Language Processing

• Deep Natural Language Processing