├── 1-ML ├── ML-1-Linear Regression │ ├── 1_linear_reg │ │ ├── 1_linear_regression.ipynb │ │ ├── areas.csv │ │ ├── homeprices.csv │ │ ├── linearReg.py │ │ └── prediction.csv │ ├── UD2-2-ML-RegresionLineal.pdf │ └── tvmarketing.csv ├── ML-2-Multivariate-Regression │ ├── 2_linear_reg_multivariate │ │ ├── 2_linear_regression_multivariate.ipynb │ │ ├── equation.jpg │ │ ├── general_equation.jpg │ │ ├── home_equation.jpg │ │ ├── homeprices.csv │ │ └── homeprices.jpg │ └── UD2-2-ML-RegresionMultiVariante.pdf ├── ML-3-DivisionDatosTrainTest │ └── UD2-3-ML-DivisionDatosTrainTest.pdf ├── ML-4-RegresiónLogística │ ├── 7_logistic_reg │ │ ├── 7_logistic_regression.ipynb │ │ └── insurance_data.csv │ └── UD2-4-ML-RegresionLogistica.pdf ├── ML-5-RegresionLogistica Multiclase │ ├── 8_logistic_regression_multiclass.ipynb │ ├── IrisPetal.ipynb │ ├── UD2-5-ML-RegresionLogisticaMulticlase.pdf │ └── iris_petal_sepal.png ├── ML-6-ArbolesDeDecision │ ├── 9_decision_tree │ │ ├── 9_decision_tree.ipynb │ │ ├── salaries.csv │ │ └── titanic.jpg │ ├── UD2-6-ML-ArbolesDeDecision.pdf │ └── breastCancer.csv ├── ML-7-RandomForest │ ├── RandomForest_Example.ipynb │ ├── UD2-7-ML-RandomForest.pdf │ ├── heart.csv │ └── heart_disease_4features.csv ├── ML-8-SVM │ ├── UD2-8-ML-SVM.pdf │ ├── ejemplo_svm.ipynb │ └── iris_petal_sepal.png ├── ML-8b-Escalado │ ├── ScalerNotebook.ipynb │ └── UD2-8b-Escalado.pdf └── ML-9-Hiperparámetros │ ├── UD2-9-ML-Hiperparametros.pdf │ ├── ejercicio.txt │ └── hiperparametros_ejemplo.ipynb ├── 2-DL ├── 01_Introduccion │ └── DL_Introduccion.pdf ├── 02_PrimeraRN │ └── DL_PrimeraRN.pdf ├── 03_FuncionesActivacion │ └── DL_FuncionesActivacion.pdf ├── 04_Funciones_Perdida_Coste │ ├── DL_FuncionesPerdidaCoste.pdf │ └── DL_PreveerOverfitting_con_Dropout.pdf └── 05_CNN │ ├── DL_CNN_Teoria.pdf │ ├── DL_GuardarCargarModeloRN.pdf │ └── VAnlpNaNvLH799UD.mp4 └── README.md /1-ML/ML-1-Linear Regression/1_linear_reg/1_linear_regression.ipynb: 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