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| # Portfolio Overview | ||
| # 🌟 Y. Sayaovong's Data Portfolio | ||
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| This repository showcases a collection of projects demonstrating my expertise in data analysis, data engineering, machine learning, SQL, and Python development. | ||
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| ## Data Analysis, Data Engineering & Machine Learning | ||
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| ### Arizona State University | ||
| 1. **Modern Library Management Database** | ||
| - **Description**: A comprehensive database system for managing library operations, improving data management and access. | ||
| - **Link**: [GitHub Repository](https://github.com/YSayaovong/Modern_Library_Management_Database) | ||
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| 2. **Minimizing Costs on AWS Platform** | ||
| - **Description**: Strategies and tools for optimizing expenses and managing resources effectively on AWS. | ||
| - **Link**: [GitHub Repository](https://github.com/YSayaovong/Minimizing_Costs_on_AWS_Platform) | ||
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| 3. **Stockroom Management** | ||
| - **Description**: Application for managing stock inventory, tracking products, and monitoring stock levels efficiently. | ||
| - **Link**: [GitHub Repository](https://github.com/YSayaovong/Stockroom_Management) | ||
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| ### Zero To Mastery | ||
| 4. **Car Sales Analysis** | ||
| - **Description**: Data analysis project focused on understanding sales trends and customer demographics. | ||
| - **Link**: [GitHub Repository](https://github.com/YSayaovong/car-sales) | ||
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| 5. **Heart Disease Detector** | ||
| - **Description**: A machine learning project that predicts the likelihood of heart disease based on patient data. | ||
| - **Link**: [GitHub Repository](https://github.com/YSayaovong/Heart_Disease_Detector) | ||
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| ### Coursera | ||
| 6. **Acme Voting System Threat Model** | ||
| - **Description**: Threat model assessment focused on identifying potential risks and vulnerabilities in a voting system. | ||
| - **Link**: [GitHub Repository](https://github.com/YSayaovong/Acme_Voting_System_Threat_Model) | ||
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| 7. **Introduction to Cyber Attacks** | ||
| - **Description**: Project analyzing cybersecurity threats and offering insights into mitigation strategies. | ||
| - **Link**: [GitHub Repository](https://github.com/YSayaovong/Introduction-To-Cyber-Attacks) | ||
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| ### Data Engineering Intern - Refonte Infini | ||
| 8. **Titanic Dataset Analysis** | ||
| - **Description**: Analysis of the Titanic dataset, providing insights into survival factors using data engineering techniques. | ||
| - **Link**: [GitHub Repository](https://github.com/YSayaovong/Titanic-Dataset-Analysis) | ||
| Welcome to my portfolio! This space highlights my journey and achievements as I transition into a career in **Data Analytics**, leveraging my strong background in **Mechanical Design** and growing expertise in data engineering. | ||
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| ## SQL | ||
| ## 🖥️ **Portfolio Projects** | ||
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| ### Coursera | ||
| 9. **Understanding Basic SQL Syntax** | ||
| - **Description**: An in-depth guide to SQL fundamentals, including querying and managing data effectively. | ||
| - **Link**: [GitHub Repository](https://github.com/YSayaovong/Understanding-Basic-SQL-Syntax) | ||
| ### 📊 **Data Analysis Projects** | ||
| #### 1. [Titanic Dataset Analysis](https://github.com/YSayaovong/Titanic-Dataset-Analysis) | ||
| - **Objective**: Conducted an analysis to identify factors influencing passenger survival. | ||
| - **Highlights**: | ||
| - Preprocessed data, addressing missing values and preparing for analysis. | ||
| - Visualized survival trends using Python libraries like Matplotlib and Seaborn. | ||
| - Built a predictive Random Forest Classifier model with scikit-learn. | ||
| - **Skills Used**: Python, Pandas, Seaborn, Machine Learning, Data Visualization. | ||
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| ## Python | ||
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| ### Self Study Project | ||
| 10. **The Creature** | ||
| - **Description**: Python-based program for creating new creatures using a streamlined generation tool. | ||
| - **Link**: [GitHub Repository](https://github.com/YSayaovong/TheCreature) | ||
| ### 🐍 **Python Projects** | ||
| #### 1. The Creature | ||
| - Developed a creative Python-based project showcasing programming and automation skills. | ||
| #### 2. Email Sender | ||
| - Automated email-sending processes using Python. | ||
| #### 3. Password Checker | ||
| - Built a secure password validation tool in Python. | ||
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| ### Zero To Mastery | ||
| 11. **Cats Everywhere** | ||
| - **Description**: Fun project displaying images of cats sourced from an external API. | ||
| - **Link**: [GitHub Repository](https://github.com/YSayaovong/cats-everywhere) | ||
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| 12. **Email Sender** | ||
| - **Description**: Automates email sending with customizable recipient details, subject, and message content. | ||
| - **Link**: [GitHub Repository](https://github.com/YSayaovong/Email_Sender) | ||
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| 13. **Password Checker** | ||
| - **Description**: Checks passwords against breach databases, recommending stronger passwords for security. | ||
| - **Link**: [GitHub Repository](https://github.com/YSayaovong/password_checker) | ||
| ## 🛠️ **Skills** | ||
| - **Programming**: Python (Data Analysis, Scripting), SQL (Entry-Level), VBA. | ||
| - **Data Tools**: Excel (Advanced), Tableau, Power BI. | ||
| - **Visualization**: Seaborn, Matplotlib. | ||
| - **Mechanical Design**: Creo 8.0, AutoCAD, SolidWorks. | ||
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| 14. **Simple Imputer** | ||
| - **Description**: A tool for handling missing data by replacing null values with statistical estimations. | ||
| - **Link**: [GitHub Repository](https://github.com/YSayaovong/SimpleImputer) | ||
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| 15. **Tesla Project** | ||
| - **Description**: Analysis and data visualization project exploring Tesla's performance and market trends. | ||
| - **Link**: [GitHub Repository](https://github.com/YSayaovong/Tesla_Project) | ||
| ## 📫 **Contact** | ||
| - **Portfolio**: [ysayaovong.github.io](https://ysayaovong.github.io/Portfolio/index.html) | ||
| - **GitHub**: [YSayaovong](https://github.com/YSayaovong) | ||
| - **LinkedIn**: *(Add your LinkedIn link)* | ||
| - **Email**: [email protected] | ||
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| 16. **WordyPy** | ||
| - **Description**: Python tool focused on word manipulation and language processing. | ||
| - **Link**: [GitHub Repository](https://github.com/YSayaovong/WordyPy) | ||
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| ### Coursera | ||
| 17. **Python Comprehensions** | ||
| - **Description**: Project exploring Python list and dictionary comprehensions for efficient data processing. | ||
| - **Link**: [GitHub Repository](https://github.com/YSayaovong/comprehensions) | ||
| 🎯 **Goal**: To combine my expertise in engineering and data analysis to uncover actionable insights and drive decision-making through data. |