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rosaaestrada/README.md

Typing SVG

I'm a data science professional with a strong foundation in advanced machine learning algorithms, statsitical modeling, and data visualization. I specialize in using diverse programming languages and tools to conduct comprehensive data analysis. With a background in Communication and Leadership Development, I bring both technical and interpersonal skills to every project.

I'm passionate about working on side projects to push my boundaries. Outside of work, I'm a fan of Star Wars, sports, reading, and explporing the outdoors.

Property Data
Languages PythonSQLRSAS
Libraries PandasNumpyPlotlyScikit-learnMatplotlibSeabornImbalanced-learnStatsmodelsSciPy
Tools Jupyter NotebookPower BITableauBigQueryOffice 365Google WorkspaceGoogle Colab

📉 Projects

🔹 Thesis: Predicting Factors Influencing Loan Default in the U.S.

🔹 Mental Health & Age Analysis Among U.S. Adults in 2018

🔹 Predicting 2025 GDP Growth: USA, Finland, and Denmark

🌐 Contact

LinkedIn Email Kaggle

Popular repositories Loading

  1. Loan-Default-Feature-Analysis Loan-Default-Feature-Analysis Public

    Logistic Regression, Random Forest, and Decision Tree to predict what factors influence loan default in the U.S.

    Jupyter Notebook 1

  2. MentalHealth-Age-Analysis MentalHealth-Age-Analysis Public

    Pearson's Chi-square, Analysis of Variance (ANOVA), and Correlation Matrix to analyze the relationship between mental health and age.

    Jupyter Notebook 1

  3. Predicting-2025-GDP Predicting-2025-GDP Public

    Logistic Regression, Random Forest, and R-squared to predict which country will have higher GDP in 2025.

    Jupyter Notebook 1

  4. rosaaestrada rosaaestrada Public

    Config files for my GitHub profile.

  5. good-first-issue good-first-issue Public

    Forked from DeepSourceCorp/good-first-issue

    Make your first open-source contribution.

    Vue

  6. github-help-wanted github-help-wanted Public

    Forked from mac-s-g/github-help-wanted

    connecting developers with open source projects

    JavaScript