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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Data Analytics Python - Portfolio</title>
<script src="https://cdn.tailwindcss.com"></script>
<script>
tailwind.config = {
theme: {
extend: {
colors: {
'github': '#24292e',
'jupyter': '#f37626'
}
}
}
}
</script>
</head>
<body class="bg-gray-50 min-h-screen">
<!-- Header -->
<header class="bg-white shadow-sm border-b border-gray-200">
<div class="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8 py-6">
<div class="text-center">
<h1 class="text-4xl font-bold text-gray-900 mb-2">
📊 Data Analytics Python Portfolio
</h1>
<p class="text-lg text-gray-600 mb-2">
Comprehensive collection of data science, machine learning, and analytics projects
</p>
<p class="text-sm text-gray-500">
Generated on June 14, 2025 • 133 Total Projects
</p>
</div>
</div>
</header>
<main class="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8 py-8">
<!-- Featured Projects -->
<section class="mb-12">
<div class="flex items-center justify-between mb-6">
<h2 class="text-2xl font-bold text-gray-900">🌟 Featured Projects</h2>
<span class="text-sm text-gray-500">Handpicked highlights</span>
</div>
<div class="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-4 gap-6">
<div class="bg-white rounded-lg shadow-md hover:shadow-lg transition-shadow duration-300 overflow-hidden group">
<div class="p-6">
<div class="flex items-start justify-between mb-3">
<span class="text-3xl">🚀</span>
<span class="bg-blue-100 text-blue-800 text-xs px-2 py-1 rounded-full">Featured</span>
</div>
<h3 class="font-semibold text-gray-900 mb-2 group-hover:text-blue-600 transition-colors">
<a href="html_notebooks/Capstone_Data_Science_SpaceY/spacex-machine-learning-prediction.html" class="stretched-link">SpaceX Launch Prediction</a>
</h3>
<p class="text-gray-600 text-sm mb-3 line-clamp-2">Machine learning model to predict SpaceX Falcon 9 first stage landing success</p>
<div class="flex flex-wrap gap-1">
<span class="bg-gray-100 text-gray-700 text-xs px-2 py-1 rounded">Machine Learning</span><span class="bg-gray-100 text-gray-700 text-xs px-2 py-1 rounded">Classification</span><span class="bg-gray-100 text-gray-700 text-xs px-2 py-1 rounded">Data Science</span>
</div>
</div>
</div>
<div class="bg-white rounded-lg shadow-md hover:shadow-lg transition-shadow duration-300 overflow-hidden group">
<div class="p-6">
<div class="flex items-start justify-between mb-3">
<span class="text-3xl">🚗</span>
<span class="bg-blue-100 text-blue-800 text-xs px-2 py-1 rounded-full">Featured</span>
</div>
<h3 class="font-semibold text-gray-900 mb-2 group-hover:text-blue-600 transition-colors">
<a href="html_notebooks/Data_Analysis/car-price-model-development.html" class="stretched-link">Car Price Prediction Model</a>
</h3>
<p class="text-gray-600 text-sm mb-3 line-clamp-2">End-to-end data science project for automobile price prediction</p>
<div class="flex flex-wrap gap-1">
<span class="bg-gray-100 text-gray-700 text-xs px-2 py-1 rounded">Regression</span><span class="bg-gray-100 text-gray-700 text-xs px-2 py-1 rounded">EDA</span><span class="bg-gray-100 text-gray-700 text-xs px-2 py-1 rounded">Model Development</span>
</div>
</div>
</div>
<div class="bg-white rounded-lg shadow-md hover:shadow-lg transition-shadow duration-300 overflow-hidden group">
<div class="p-6">
<div class="flex items-start justify-between mb-3">
<span class="text-3xl">💬</span>
<span class="bg-blue-100 text-blue-800 text-xs px-2 py-1 rounded-full">Featured</span>
</div>
<h3 class="font-semibold text-gray-900 mb-2 group-hover:text-blue-600 transition-colors">
<a href="html_notebooks/NLP/09_Advanced_Projects/01_sentiment_classification_project.html" class="stretched-link">Sentiment Analysis NLP</a>
</h3>
<p class="text-gray-600 text-sm mb-3 line-clamp-2">Natural language processing for sentiment classification</p>
<div class="flex flex-wrap gap-1">
<span class="bg-gray-100 text-gray-700 text-xs px-2 py-1 rounded">NLP</span><span class="bg-gray-100 text-gray-700 text-xs px-2 py-1 rounded">Deep Learning</span><span class="bg-gray-100 text-gray-700 text-xs px-2 py-1 rounded">Text Analysis</span>
</div>
</div>
</div>
<div class="bg-white rounded-lg shadow-md hover:shadow-lg transition-shadow duration-300 overflow-hidden group">
<div class="p-6">
<div class="flex items-start justify-between mb-3">
<span class="text-3xl">📊</span>
<span class="bg-blue-100 text-blue-800 text-xs px-2 py-1 rounded-full">Featured</span>
</div>
<h3 class="font-semibold text-gray-900 mb-2 group-hover:text-blue-600 transition-colors">
<a href="html_notebooks/Visualization/Interactive-Data-Visualization-with-Plotly.html" class="stretched-link">Interactive Data Visualization</a>
</h3>
<p class="text-gray-600 text-sm mb-3 line-clamp-2">Advanced plotly dashboards and interactive visualizations</p>
<div class="flex flex-wrap gap-1">
<span class="bg-gray-100 text-gray-700 text-xs px-2 py-1 rounded">Visualization</span><span class="bg-gray-100 text-gray-700 text-xs px-2 py-1 rounded">Plotly</span><span class="bg-gray-100 text-gray-700 text-xs px-2 py-1 rounded">Interactive</span>
</div>
</div>
</div>
</div>
</section>
<!-- All Projects by Category -->
<section>
<div class="flex items-center justify-between mb-6">
<h2 class="text-2xl font-bold text-gray-900">📁 All Projects by Category</h2>
<span class="text-sm text-gray-500">Organized by domain</span>
</div>
<div class="mb-8 bg-white rounded-lg shadow-sm border border-gray-200 overflow-hidden">
<div class="bg-gradient-to-r from-blue-50 to-indigo-50 px-6 py-4 border-b border-gray-200">
<div class="flex items-center justify-between">
<div class="flex items-center space-x-3">
<span class="text-2xl">🚀</span>
<div>
<h3 class="text-lg font-semibold text-gray-900">SpaceX Capstone</h3>
<p class="text-sm text-gray-600">End-to-end data science project</p>
</div>
</div>
<span class="bg-blue-100 text-blue-800 text-sm font-medium px-3 py-1 rounded-full">
8 projects
</span>
</div>
</div>
<div class="p-6">
<div class="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-4">
<div class="group relative bg-gray-50 rounded-lg p-4 hover:bg-blue-50 transition-colors duration-200 border border-gray-100 hover:border-blue-200">
<div class="flex items-start justify-between mb-2">
<h4 class="font-medium text-gray-900 group-hover:text-blue-700 transition-colors text-sm leading-tight">
<a href="html_notebooks/Capstone_Data_Science_SpaceY/spacex-falcon9-data-wrangling-analysis.html" class="stretched-link">SpaceX Falcon 9 First Stage Landing Analysis</a>
</h4>
<svg class="w-4 h-4 text-gray-400 group-hover:text-blue-500 transition-colors flex-shrink-0 ml-2" fill="none" stroke="currentColor" viewBox="0 0 24 24">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M10 6H6a2 2 0 00-2 2v10a2 2 0 002 2h10a2 2 0 002-2v-4M14 4h6m0 0v6m0-6L10 14"></path>
</svg>
</div>
<p class="text-xs text-gray-600 mb-2 line-clamp-2"><!-- SpaceX Falcon 9 Data Wrangling and Analysis - Personal Project Notebook --></p>
<div class="flex items-center justify-between text-xs">
<span class="text-gray-500 font-mono">spacex-falcon9-data-wrangling-analysis.ipynb</span>
<a href="Capstone_Data_Science_SpaceY\spacex-falcon9-data-wrangling-analysis.ipynb" class="text-blue-600 hover:text-blue-800 transition-colors">
� Download
</a>
</div>
</div>
<div class="group relative bg-gray-50 rounded-lg p-4 hover:bg-blue-50 transition-colors duration-200 border border-gray-100 hover:border-blue-200">
<div class="flex items-start justify-between mb-2">
<h4 class="font-medium text-gray-900 group-hover:text-blue-700 transition-colors text-sm leading-tight">
<a href="html_notebooks/Capstone_Data_Science_SpaceY/spacex-falcon9-data-wrangling.html" class="stretched-link">SpaceX Falcon 9 First Stage Landing Analysis</a>
</h4>
<svg class="w-4 h-4 text-gray-400 group-hover:text-blue-500 transition-colors flex-shrink-0 ml-2" fill="none" stroke="currentColor" viewBox="0 0 24 24">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M10 6H6a2 2 0 00-2 2v10a2 2 0 002 2h10a2 2 0 002-2v-4M14 4h6m0 0v6m0-6L10 14"></path>
</svg>
</div>
<p class="text-xs text-gray-600 mb-2 line-clamp-2"><!-- My custom SpaceX project: All content and analysis are original and tailored for my personal data science journey. --></p>
<div class="flex items-center justify-between text-xs">
<span class="text-gray-500 font-mono">spacex-falcon9-data-wrangling.ipynb</span>
<a href="Capstone_Data_Science_SpaceY\spacex-falcon9-data-wrangling.ipynb" class="text-blue-600 hover:text-blue-800 transition-colors">
� Download
</a>
</div>
</div>
<div class="group relative bg-gray-50 rounded-lg p-4 hover:bg-blue-50 transition-colors duration-200 border border-gray-100 hover:border-blue-200">
<div class="flex items-start justify-between mb-2">
<h4 class="font-medium text-gray-900 group-hover:text-blue-700 transition-colors text-sm leading-tight">
<a href="html_notebooks/Capstone_Data_Science_SpaceY/spacex-falcon9-eda-dataviz.html" class="stretched-link">SpaceX Falcon 9 First Stage Landing Analysis</a>
</h4>
<svg class="w-4 h-4 text-gray-400 group-hover:text-blue-500 transition-colors flex-shrink-0 ml-2" fill="none" stroke="currentColor" viewBox="0 0 24 24">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M10 6H6a2 2 0 00-2 2v10a2 2 0 002 2h10a2 2 0 002-2v-4M14 4h6m0 0v6m0-6L10 14"></path>
</svg>
</div>
<p class="text-xs text-gray-600 mb-2 line-clamp-2"><p style="text-align:center"></p>
<div class="flex items-center justify-between text-xs">
<span class="text-gray-500 font-mono">spacex-falcon9-eda-dataviz.ipynb</span>
<a href="Capstone_Data_Science_SpaceY\spacex-falcon9-eda-dataviz.ipynb" class="text-blue-600 hover:text-blue-800 transition-colors">
� Download
</a>
</div>
</div>
<div class="group relative bg-gray-50 rounded-lg p-4 hover:bg-blue-50 transition-colors duration-200 border border-gray-100 hover:border-blue-200">
<div class="flex items-start justify-between mb-2">
<h4 class="font-medium text-gray-900 group-hover:text-blue-700 transition-colors text-sm leading-tight">
<a href="html_notebooks/Capstone_Data_Science_SpaceY/spacex-falcon9-data-collection-api.html" class="stretched-link">SpaceX Falcon 9 First Stage Landing Data Collection</a>
</h4>
<svg class="w-4 h-4 text-gray-400 group-hover:text-blue-500 transition-colors flex-shrink-0 ml-2" fill="none" stroke="currentColor" viewBox="0 0 24 24">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M10 6H6a2 2 0 00-2 2v10a2 2 0 002 2h10a2 2 0 002-2v-4M14 4h6m0 0v6m0-6L10 14"></path>
</svg>
</div>
<p class="text-xs text-gray-600 mb-2 line-clamp-2">This notebook is part of my personal data science project. All content and analysis are original and tailored for my own exploration of SpaceX launch ...</p>
<div class="flex items-center justify-between text-xs">
<span class="text-gray-500 font-mono">spacex-falcon9-data-collection-api.ipynb</span>
<a href="Capstone_Data_Science_SpaceY\spacex-falcon9-data-collection-api.ipynb" class="text-blue-600 hover:text-blue-800 transition-colors">
� Download
</a>
</div>
</div>
<div class="group relative bg-gray-50 rounded-lg p-4 hover:bg-blue-50 transition-colors duration-200 border border-gray-100 hover:border-blue-200">
<div class="flex items-start justify-between mb-2">
<h4 class="font-medium text-gray-900 group-hover:text-blue-700 transition-colors text-sm leading-tight">
<a href="html_notebooks/Capstone_Data_Science_SpaceY/spacex-falcon9-webscraping.html" class="stretched-link">SpaceX Falcon 9 Launch Data: End-to-End Personal Data Science Project</a>
</h4>
<svg class="w-4 h-4 text-gray-400 group-hover:text-blue-500 transition-colors flex-shrink-0 ml-2" fill="none" stroke="currentColor" viewBox="0 0 24 24">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M10 6H6a2 2 0 00-2 2v10a2 2 0 002 2h10a2 2 0 002-2v-4M14 4h6m0 0v6m0-6L10 14"></path>
</svg>
</div>
<p class="text-xs text-gray-600 mb-2 line-clamp-2">Welcome to my personal data science project! This notebook is the first step in a progressive, end-to-end workflow where I explore, collect, clean, an...</p>
<div class="flex items-center justify-between text-xs">
<span class="text-gray-500 font-mono">spacex-falcon9-webscraping.ipynb</span>
<a href="Capstone_Data_Science_SpaceY\spacex-falcon9-webscraping.ipynb" class="text-blue-600 hover:text-blue-800 transition-colors">
� Download
</a>
</div>
</div>
<div class="group relative bg-gray-50 rounded-lg p-4 hover:bg-blue-50 transition-colors duration-200 border border-gray-100 hover:border-blue-200">
<div class="flex items-start justify-between mb-2">
<h4 class="font-medium text-gray-900 group-hover:text-blue-700 transition-colors text-sm leading-tight">
<a href="html_notebooks/Capstone_Data_Science_SpaceY/spacex-falcon9-sql-analysis.html" class="stretched-link">SpaceX Falcon 9 SQL Data Analysis: A Personal Data Science Journey</a>
</h4>
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<p class="text-xs text-gray-600 mb-2 line-clamp-2">This notebook is a key chapter in my end-to-end SpaceX Falcon 9 data science project. After collecting and cleaning launch data, I now dive into SQL-b...</p>
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<span class="text-gray-500 font-mono">spacex-falcon9-sql-analysis.ipynb</span>
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<p class="text-xs text-gray-600 mb-2 line-clamp-2">This notebook is a visual chapter in my end-to-end SpaceX Falcon 9 data science project. After collecting, cleaning, and analyzing launch data, I now ...</p>
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<span class="text-gray-500 font-mono">spacex-launch-site-location-analysis.ipynb</span>
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<p class="text-xs text-gray-600 mb-2 line-clamp-2">Machine learning analysis and model development</p>
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<p class="text-xs text-gray-600 mb-2 line-clamp-2">This notebook is part of my personal data analytics project. Here, I perform exploratory data analysis on survey and job data for my own learning and ...</p>
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<span class="text-gray-500 font-mono">05_exploratory_data_analysis.ipynb</span>
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<a href="html_notebooks/Capstone_StackOverflow_Survey/data_collection/04_job_data_collection.html" class="stretched-link">Collecting Job Data Using APIs (Personal Project)</a>
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<p class="text-xs text-gray-600 mb-2 line-clamp-2">This notebook is part of my personal data analytics project. Here, I collect and analyze job data using APIs for my own learning and portfolio.</p>
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<span class="text-gray-500 font-mono">04_job_data_collection.ipynb</span>
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<a href="html_notebooks/Capstone_StackOverflow_Survey/data_collection/03_explore_dataset.html" class="stretched-link">Exploring the Survey Dataset</a>
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<p class="text-xs text-gray-600 mb-2 line-clamp-2">In this notebook, I explore and analyze the Stack Overflow survey dataset as part of my data analysis project.</p>
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<span class="text-gray-500 font-mono">03_explore_dataset.ipynb</span>
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<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M10 6H6a2 2 0 00-2 2v10a2 2 0 002 2h10a2 2 0 002-2v-4M14 4h6m0 0v6m0-6L10 14"></path>
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<p class="text-xs text-gray-600 mb-2 line-clamp-2">This notebook demonstrates how to use HTTP and the Python Requests library to access and interact with web APIs and resources as part of my data analy...</p>
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<span class="text-gray-500 font-mono">02_api_access_and_requests.ipynb</span>
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<a href="html_notebooks/Capstone_StackOverflow_Survey/data_collection/Jobs_API.html" class="stretched-link">Jobs API Implementation Using Flask</a>
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<p class="text-xs text-gray-600 mb-2 line-clamp-2">This notebook implements a simple jobs API using Flask and Python for data access and demonstration purposes.</p>
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<span class="text-gray-500 font-mono">Jobs_API.ipynb</span>
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<p class="text-xs text-gray-600 mb-2 line-clamp-2">This notebook demonstrates web scraping and data extraction using Python.</p>
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<span class="text-gray-500 font-mono">web_scraping_basics.ipynb</span>
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<a href="html_notebooks/Capstone_StackOverflow_Survey/data_collection/web_scraping_review.html" class="stretched-link">Web Scraping Review</a>
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<p class="text-xs text-gray-600 mb-2 line-clamp-2">This notebook reviews and practices web scraping techniques using Python.</p>
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<span class="text-gray-500 font-mono">web_scraping_review.ipynb</span>
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<p class="text-xs text-gray-600 mb-2 line-clamp-2">This notebook focuses on visualizing survey and job data using Python data visualization libraries.</p>
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<span class="text-gray-500 font-mono">data_visualization.ipynb</span>
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<p class="text-xs text-gray-600 mb-2 line-clamp-2">This notebook covers data wrangling tasks on survey and job data, including cleaning, deduplication, and handling missing values.</p>
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<span class="text-gray-500 font-mono">01_data_wrangling.ipynb</span>
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<h3 class="text-lg font-semibold text-gray-900">Data Analysis</h3>
<p class="text-sm text-gray-600">Core data analysis projects</p>
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9 projects
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<p class="text-xs text-gray-600 mb-2 line-clamp-2">*By Mohammad Sayem Chowdhury*</p>
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<span class="text-gray-500 font-mono">car-price-model-evaluation-refinement.ipynb</span>
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<a href="html_notebooks/Data_Analysis/automobile-data-wrangling-cleaning.html" class="stretched-link">Automobile Data Wrangling & Preprocessing: Professional Pipeline</a>
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<p class="text-xs text-gray-600 mb-2 line-clamp-2">*By Mohammad Sayem Chowdhury*</p>
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<span class="text-gray-500 font-mono">automobile-data-wrangling-cleaning.ipynb</span>
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<a href="html_notebooks/Data_Analysis/car-price-model-development.html" class="stretched-link">Automobile Price Prediction: Advanced Model Development & Engineering</a>
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<p class="text-xs text-gray-600 mb-2 line-clamp-2">*By Mohammad Sayem Chowdhury*</p>
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<p class="text-xs text-gray-600 mb-2 line-clamp-2">This notebook is organized by key machine learning topics, progressing from basic to advanced, and is designed for hands-on experimentation and projec...</p>
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<p class="text-xs text-gray-600 mb-2 line-clamp-2">In this notebook, I explore how K-Nearest Neighbors (KNN) can be used to segment customers based on real-world data. My aim is to understand how diffe...</p>
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