Machine Learning

• Cross validation and training-validation-test split
  
• Non-linear regression & GAM
• Density-Based Clustering
  
• K-Means Clustering (unsupervised, clustering)
  
• Hierarchical Clustering (unsupervised, classification)
  
• Decision Tree (supervised, classification)
  
• Logistic Regression (supervised, classification)
  
• K-Nearest Neighbor ((un)supervised, classification)
  
• Non Linear Regression
  
• Simple Regression
  
• Deep Learning first trial