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octavioduarte/README.md
  • 👋 Hi, I’m @octavioduarte
  • 👀 I’m interested in Machine Learning
  • 🌱 I’m currently learning Data Science with focus in Machine Learning
  • 📫 How to reach me octavioduarte2105@gmail.com

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  1. RandomForest RandomForest Public

    Example of classification using the RandomForest algorithm, with visual exploratory analysis using seaborn and matplotlib plots, and data normalization using One-Hot Encoding and StandardScaler. Co…

    Jupyter Notebook

  2. HirePredictor HirePredictor Public

    A simple machine learning project that explores the use of various classification algorithms to predict hiring decisions based on interview and individual data. The project utilizes Logistic Regres…

    Jupyter Notebook

  3. Frequency-Distribution Frequency-Distribution Public

    This repository provides an explanation of "What is Frequency Distribution?" with examples. It also demonstrates techniques for building a Frequency Distribution Table.

    Jupyter Notebook

  4. Feature-Engineering Feature-Engineering Public

    This repository serves as guide to understanding feature engineering techniques in ML projects. Feature engineering is a crucial step in the data preprocessing pipeline, where raw data is transform…

    Jupyter Notebook