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Building my Data Science portfolio
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Building my Data Science portfolio

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amirnasresfahani01/README.md

Hi, I'm Amir Nasr Esfahani 👋

I'm passionate about Data Science, Machine Learning, and building real-world data projects with Python.

Currently building a strong portfolio in Data Science.


Skills

Python
Pandas
NumPy
Scikit-learn
Data Visualization
Machine Learning
Exploratory Data Analysis (EDA)

Data Science Projects

Titanic Survival Prediction

End-to-end machine learning project predicting passenger survival on the Titanic dataset.

Key steps:

  • Data exploration
  • Feature engineering
  • Classification modeling
  • Model evaluation

Repository: https://github.com/amirnasresfahani01/titanic-ml-project


House Price Prediction

Machine learning regression project predicting house prices using multiple regression models.

Key steps:

  • Data cleaning
  • Exploratory data analysis
  • Feature engineering
  • Model training and evaluation

Repository: https://github.com/amirnasresfahani01/house-price-prediction


Currently Learning

Advanced Machine Learning Model optimization Building professional data science projects


Goal

My goal is to become a professional Data Scientist and work on impactful machine learning solutions.


Connect

GitHub: https://github.com/amirnasresfahani01

Popular repositories Loading

  1. local-file-indexing-and-search-engine local-file-indexing-and-search-engine Public

    A database-backed search tool that indexes files from a local directory tree and enables keyword search across filenames and HTML content.

  2. titanic-ml-project titanic-ml-project Public

    My first End-to-end Titanic survival prediction project with data understanding, EDA, feature engineering, baseline modeling, and model comparison.

    Jupyter Notebook

  3. house-price-prediction house-price-prediction Public

    End-to-end machine learning project predicting house prices using regression models.

    Jupyter Notebook

  4. amirnasresfahani01 amirnasresfahani01 Public

    My GitHub profile README and data science portfolio overview

  5. ecommerce-customer-analytics ecommerce-customer-analytics Public

    Big Data E-Commerce Analytics using Hadoop, Apache Spark, MongoDB, Docker, and RFM Customer Segmentation

    Jupyter Notebook