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data-manupulation

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📚 This repository is my personal data science learning hub. Explore my journey from the very basics to advanced techniques. Dive into Python, data manipulation, analysis, visualization, and machine learning. Join me as I learn, grow, and experiment in the world of data science.

  • Updated Sep 8, 2023
  • Jupyter Notebook

In this project, we will perform Exploratory Data Analysis (EDA) on three datasets, `ufo`, `u.user` and `movies`. We will use the Python library Pandas for data cleaning, transforming, and manipulation and Matplotlib for data visualization.

  • Updated Feb 2, 2023
  • Jupyter Notebook

Explore honey production dynamics (1998-2012) in the U.S. amid declining bee populations using Python's seaborn and matplotlib. Visualize key attributes like colonies, yield, production, price, and stocks to draw insights into the impact on American honey agriculture.

  • Updated Jan 20, 2024
  • Jupyter Notebook

"IPL Match Bidding App - Pie-in-the-Sky" is a SQL tool decoding IPL match data. It analyzes bidder success, popular stadiums, and toss impact. Tailored for IPL decision-makers, it simplifies complex data for strategic insights in just a few clicks.

  • Updated Jan 18, 2024

HBFC Bank's project analyzes 5000 customer records, aiming to convert depositors into personal loan customers. Advanced skills in statistical analysis and tools like Excel uncover key insights, including a 9.6% personal loan uptake. Diverse demographics and strategic findings inform recommendations for future marketing campaigns.

  • Updated Jan 20, 2024

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