Machine Learning Tutorials

Here I will post machine learning tutorials from beignning to advanced levels.

1. Classification
   • MNIST Dataset
   • Binary Classifier
   • Performance Measures
   • Measuring Accuracy Using Cross-Validation
   • Confusion Matrix
   • Precision/Recall
   • The ROC Curve
   • Random Forest vs Stochastic Gradient Descent
2. Multiclass Classification
   • One-versus-the-one (OvR) AND one-versus-one(OvO)
   • Error Analysis
   • Multilabel Classification
   • Multioutput Classification