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skepticalchemist/README.md

Hi there, Sergio here!🖥️⚗️

Data scientist and computational chemist passionate about using data-driven approaches to solve problems cooperatively while improving people's quality of life.

The Sceptical Chymist: or Chymico-Physical Doubts & Paradoxes is a book by Robert Boyle published in 1661 and made available online by the Project Guttenberg.

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  1. heart_disease_risk_classifier heart_disease_risk_classifier Public

    Selecting and training a classification model to predict the risk for heart disease, putting it to a web service using Docker and BentoML, and deploying to a cloud platform.

    Jupyter Notebook 2 1

  2. Cancer-hospital-records Cancer-hospital-records Public

    Explotarory Data Analysis on the cancer hospital records database, a dataset formed from data generated by several hospital institutions located in the State of São Paulo (Brazil).

    Jupyter Notebook 1

  3. sustainable_deepfashion sustainable_deepfashion Public

    Forked from sgerloff/sustainable_deepfashion

    Imagine you are all about protecting the environment, trying to address some problems of fast fashion, and want to wear sustainable clothing only. You care a lot about fashion, too! But it's hard t…

    Python 2 1

  4. Sex-prediction-from-fundus-image Sex-prediction-from-fundus-image Public

    Predicting gender from eye fundus images using deep learning.

    Jupyter Notebook 1

  5. churn_prediction churn_prediction Public

    The probabilities calculated by the model BG-NBD are used to define the target variable to predict customer churn.

    Jupyter Notebook 2 1

  6. crm crm Public

    Exploratory data analysis, data cleaning, and feature engineering were performed, then regression models using linear regression, decision tree, random forest and xgboost were built and evaluated. …

    Jupyter Notebook 1