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@Yogaaprila
Yogaaprila
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Yoga Aprila Yogaaprila

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Data enthusiast with a Mathematics background. Passionate about data analysis and machine learning.

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  1. Analisis-kinerja-bisnis-Kimia-Farma-Tahun-2020-2023Analisis-kinerja-bisnis-Kimia-Farma-Tahun-2020-2023Public

    Proyek ini bertujuan untuk memberikan insight mendalam tentang kinerja penjualan Kimia Farma melalui analisis data di BigQuery, pembuatan datamart, dan dashboard. Dashboard ini memberikan pemahaman…

  2. house-price-prediction-using-machine-learninghouse-price-prediction-using-machine-learningPublic

    This project aims to predict house prices based on various factors or features using machine learning regression models, with the goal of achieving accurate results and identifying the features tha…

    Jupyter Notebook

  3. principal-component-analysis-kmeans-penguin-speciesprincipal-component-analysis-kmeans-penguin-speciesPublic

    The goal of this project is implementation of Principal Component Analysis (PCA) and K-Means using Python aims to help readers understand how to apply these techniques in practice.

    Jupyter Notebook

  4. Home-Credit-Indonesia-Scorecard-ModelingHome-Credit-Indonesia-Scorecard-ModelingPublic

    This project aim is to facing challenges in ensuring that customers who can repay their loans are not rejected to increase profitability, while also identifying customers likely to face repayment i…

    Jupyter Notebook

  5. Predict-Customer-Clicked-Ads-Classification-by-Using-Machine-LearningPredict-Customer-Clicked-Ads-Classification-by-Using-Machine-LearningPublic

    This project aims to develop a predictive machine learning classification model that can predict whether a person will click on an ad or not based on various features and identify the most influent…

    Jupyter Notebook

  6. Predict-Customer-Personality-to-Boost-Marketing-Campaign-by-Using-Machine-LearningPredict-Customer-Personality-to-Boost-Marketing-Campaign-by-Using-Machine-LearningPublic

    This project aims to perform customer segmentation grouping based on several features to identify the characteristics of each customer using machine learning, specifically clustering, to enable tar…

    Jupyter Notebook

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