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Amnabibi5/README.md

👋 Hi, I’m Amna Bibi

Aspiring Data Scientist & Data Analyst with a strong academic background in Economics and hands-on experience in data analysis, visualization, and machine learning. I am passionate about transforming raw data into actionable insights and building solutions that solve real-world problems.

🚀 What I Do

  • Data Analysis & Visualization: Python, Pandas, NumPy, Matplotlib, Seaborn, Power BI, Excel
  • Machine Learning: Scikit-learn, basic ML models (classification, regression)
  • Data Cleaning & Processing: Handling missing values, outliers, and preparing datasets for analysis
  • SEO Analytics & Reporting: Using data to improve digital performance

📂 Featured Projects

  • Customer Churn Prediction → Built a Random Forest model achieving 87% accuracy.View on GitHub

  • **E Commerce URL Generator ** → Generate and scrape the URL of the given product.

  • Stock Scrapper → Scrape the given URLs for stock maintenance and data extraction.

🛠 Tech Stack

Languages & Tools:
Python • SQL • Excel • Power BI • SPSS • Pandas • NumPy • Matplotlib • Scikit-learn • Git

📫 Let’s Connect!

💡 Currently seeking Data Science internship opportunities to apply my skills, learn from industry professionals, and contribute to impactful projects.

Pinned Loading

  1. Retail_EDA_project Retail_EDA_project Public

    Jupyter Notebook

  2. Amnabibi5 Amnabibi5 Public

  3. Amnabibi5.github.io Amnabibi5.github.io Public

    HTML

  4. customers-churn-prediction customers-churn-prediction Public

    A project of machine learning for the churn prediction of customers in telecom companies

    Python

  5. Stock_scraper Stock_scraper Public

    Python

  6. zainab1kausar338-babyseven/Predictive-Maintenance-for-Industrial-Equipment-Failure-Classification- zainab1kausar338-babyseven/Predictive-Maintenance-for-Industrial-Equipment-Failure-Classification- Public

    A Data Science and Machine Learning project that predicts industrial equipment failures using sensor and operational data. The project covers data preprocessing, EDA, feature engineering, classific…

    Jupyter Notebook