arturobp3 / Machine_Learning

Projects that has been developed in the Machine Learning and Big Data subject. Python is the programming language used in them.

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Machine Learning

Projects that has been developed in the Machine Learning and Big Data university subject. Python is the programming language used in them.

Proyecto Final

Analysis performed on a dataset that contains data about clients that have requested a bank credit. Classification models have been used to determine if the client will receive the credit or not, based on the characteristics of each one. The data of each person has been replaced by symbols to protect their confidentiality.

Prácticas Realizadas

Práctica 0: Python

Práctica 1: Regresión Lineal

Práctica 2: Regresión Logística (Clasificación)

Práctica 3: Regresión Logística multi-clase y Redes Neuronales

Práctica 4: Entrenamiento de Redes Neuronales

Práctica 5: Regresión lineal regularizada: Sesgo y Varianza

Práctica 6: Support Vector Machines

About

Projects that has been developed in the Machine Learning and Big Data subject. Python is the programming language used in them.


Languages

Language:Jupyter Notebook 88.5%Language:TeX 9.4%Language:Python 2.2%Language:Shell 0.0%