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aprendizaje_supervisado's Introduction

Hi, Hola! 👋

  • 🎓 I'm a PhD in Biological Sciences (University of Buenos Aires) and I have a Graduate Diploma in Data Science, Machine Learning and its Applications (National University of Córdoba, Argentina).
  • 🔭 I’m currently working as GIS Data Analyst in the Department of Systems Architecture - GIS Section -AFIP.
  • 📊 I'm a teaching assistant in statistics and machine learning at UADE, UCEMA, and UBA
  • 👩‍🏫 I’m a Software Carpentries Certified Instructor

📫 How to reach me:

aprendizaje_supervisado's People

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aprendizaje_supervisado's Issues

Tareas a realizar: ANALISIS DESCRIPTIVO (ver distribucion de la variable sola y con la variable objetivo, ver outliers) - Mitad de semana - Miercoles - Boxplot de variables numericas: age, anualincome, familymembers, chronicdiseases - Barplot de variables categoricas: employment type, graduate, frequentflyer, evertravelledabroad - Correlacion entre las variables para eliminar las que esten mas correlacionadas (grafico de todas con todas y todas con la objetivo). Anto: age, anualincome Pame: famyli, chronicdiseases Benja: employment type, graduate Mati: correlacion, frequenflyer, evertravellabroad Encoding (ya esta) Modelos a probar (cada uno averigua que escalado es mejor para cada modelo) - SVM - Decision Tree - Bosting Tree - Random forest - Regresion logistica (mejorarla) - Redes neuronales - SGD - Naive Bayes

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