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Hi there 👋! I'm Clébio Oliveira Júnior

Physics Teacher and Data Scientist

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I'm physics teacher and data scientist. I have master's degress in natural science period during which I developed my research using Python for data analysis and data processing.

Since then, I have studied python, data science, classic machine learning algorithms and neural networks. Therefore, I have made data science projects focused in business solutions with machine learning models.

I have already developed solutions for important business problems such as detecting fraud in transactions, classifying diseases early, identifying customers in churn and prioritizing customers for cross-selling.

The details of each solution are described im data science project section.

Analytics Tools

  • Data Collection and Storage: SQL and Postgres.

  • Data Processing and Analytics: Python, Jupyter and Spyder.

  • Development: Git, Linux and Docker.

  • Data Visualization: Seaborn and Matplotlib.

  • Machine Learning Modeling: Classification, Regression, Time Series, Neural Network, Convolution Neural Network and Natural Language Processing.

  • Machine Learning Deployment: Flask and Heroku.


Data Science Projects

Kaggle


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Pinned

  1. It is a data science project with a focus on predicting whether a customer will be churn or not. This term is used to refer to customers who find themselves evaded.

    Jupyter Notebook 1

  2. A data science project to predict rossman daily sales for up to six weeks in advance

    Jupyter Notebook

  3. A data science project for cardiovascular disease prediction

    Jupyter Notebook 1 1

  4. A data science project to predict whether a transaction is a fraud or not.

    Jupyter Notebook 1

  5. A Study project that predict disease with Machine Learning, NodeJS and Data Science

    TypeScript 1

  6. Event about data science created by Alura

    Jupyter Notebook 1

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