Machine Learning

Machine Learning

1. Supervised Learning

   • Linear Regression
     • Dependant Variable
     • Independant variable
       • Characteristic Variable
       • Random Variable
     • Tipos
       • Simple
       • Multiple
         • Varias variable independ.
   • Polynomial Regression
   • SVR
     • Support Vector Regression
   • Random Forest
     • Random Forest Classification
     • Random Forest Regression
   • Logistic Regression
   • KNN
     • K-Nearest Neighbours
   • SVM
     • Support Vector Machine
   • Decision Trees
     • Decision Tree Regression
     • Decision Tree Classification

2. Unsupervised Learning

   • K-Means Clustering
   • Hierarchical Clustering

3. Reinforced Learning

4. NPL

5. Deep Learning

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