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shubham mathur

Data Science & Machine Learning Enthusiast

Jaipur, Rajasthan, India

@shubham_mathur

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About

Passionate about data science and machine learning with hands-on experience in Python, data analysis, and predictive modeling through academic projects. Skilled in exploratory data analysis, data preprocessing, feature engineering, data visualization, and building machine learning models using Scikit-learn.

Education

Skills

<3 months <3 months Just getting started - under three months. This is also what shows when a level has not been set.
SQL NumPy Python Pandas Seaborn Clustering Matplotlib Regression scikit-learn Data Cleaning Classification Data Wrangling Data validation Data Engineering Feature Selection Data Preprocessing Data Visualization Visual Studio Code Data Interpretation Feature Engineering Statistical Analysis

Tools / apps / platforms

<3 months <3 months Just getting started - under three months. This is also what shows when a level has not been set.
Git GitHub Jupyter Notebook

Projects

  • Customer Churn Prediction
    Python, Pandas, NumPy, Scikit-learn, TensorFlow, Keras

    Developed a customer churn prediction model, performed data cleaning, feature engineering, EDA, encoding, and feature scaling, and trained classification models plus an ANN.

  • Fake News Detection ↗
    Python, TF-IDF, Machine Learning

    Cleaned and merged multiple news datasets, performed feature engineering and text preprocessing, conducted EDA, and developed a text classification model.

  • Heart Disease Prediction ↗
    Python, Pandas, Matplotlib, Scikit-learn

    Performed data cleaning and preprocessing on a healthcare dataset, conducted EDA, applied feature engineering, and built machine learning models including Logistic Regression and Random Forest.

Courses & certifications

🎯 Hobbies & interests

  • Playing cricked
  • watching movies
  • swimming

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