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theHoodguy4587/README.md

Hi πŸ‘‹, I'm Senitha Gunathilaka

Undergraduate Computer Science Student at Eastern University, Sri Lanka | Aspiring Data Scientist


senithagunathilaka

  • πŸ”­ I’m currently working on a Data Science Project involving ML and EDA
  • 🌱 I’m currently learning Python, SQL, Machine Learning, Deep Learning, MLOps
  • πŸ’¬ Ask me about Data Analysis, Visualization, Machine Learning
  • πŸ“« Reach me at senitha02@gmail.com

πŸ› οΈ Languages and Tools:

scikit-learn


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  1. Churn-Analysis-Power-BI- Churn-Analysis-Power-BI- Public

    This project focuses on predicting customer churn and analyzing its business impact, with insights presented through an interactive Power BI dashboard.

    Jupyter Notebook 1

  2. Crypto-Price-prediction Crypto-Price-prediction Public

    This project predicts Bitcoin (BTC) prices using a Long Short-Term Memory (LSTM) deep learning model.

    Jupyter Notebook 1

  3. Customer-churn-prediction Customer-churn-prediction Public

    This project builds an end-to-end machine learning pipeline to predict customer churn using historical customer data.

    Jupyter Notebook 1

  4. Sales-Forecasting-Trend-Analysis-using-Time-Series-Models Sales-Forecasting-Trend-Analysis-using-Time-Series-Models Public

    This project presents an end-to-end sales analytics and forecasting solution using historical retail data.

    Jupyter Notebook 1

  5. Sri-Lanka-Student-Risk-Prediction Sri-Lanka-Student-Risk-Prediction Public

    This project predicts whether a secondary school student is at high academic risk or low academic risk using machine learning.

    Jupyter Notebook 1

  6. Market-Basket-Analysis Market-Basket-Analysis Public

    This project analyzes sales data from an online retail store to extract actionable insights on product performance, customer behavior, and temporal trends.

    Jupyter Notebook 1