BootCamp

This repository hosts content and materials from different boot camps for enhancing programming, problem-solving, data science, and web development skills.

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📂 Directory Structure

1. NYU_Data_Science_BootCamp

This directory contains all materials, assignments, and projects completed during the NYU Data Science Boot Camp.

• Topics Covered:
  • Python Fundamentals
  • Numpy and Pandas
  • Exploratory Data Analysis
  • SQL Basics
  • Machine Learning Fundamentals
• Key Features:
  • Weekly assignments and take-home exercises
  • Hands-on projects such as:
    • Data visualization and analysis of air quality data
    • Sentiment analysis of social media content
    • Development of a music recommendation system

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2. NYU_LeetCode_Bootcamp

This directory contains coding problems, solutions, and a full-stack web development project completed during the NYU LeetCode Boot Camp.

• Topics Covered:
  • Arrays and Strings
  • Recursion and Backtracking
  • Dynamic Programming
  • Graph Algorithms
  • Full-Stack Web Development (Project)
• Full-Stack Web Development Project:
  • A complete web application developed using Flask (backend) and HTML/CSS (frontend).
  • Features:
    • Integration with external APIs (e.g., CoinGecko)
    • User-friendly interface for displaying real-time data
    • Deployment using AWS or similar cloud platforms
  • Technologies Used:
    • Backend: Python (Flask)
    • Frontend: HTML, CSS, JavaScript
    • Database: SQLite
    • Deployment: AWS

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✨ Highlights

• Comprehensive solutions for weekly assignments
• Real-world projects to apply learned concepts
• Full-stack development project to build deployment-ready applications
• Interview preparation with algorithmic and coding challenges

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🛠️ Tools and Technologies

• Programming Languages: Python, SQL, JavaScript
• Libraries and Frameworks:
  • Numpy, Pandas, Matplotlib, Seaborn
  • scikit-learn, TensorFlow
  • Flask (for backend development)
• Databases: SQLite
• APIs: CoinGecko and others
• Version Control: Git, GitHub
• Cloud Platforms: AWS (for deployment)

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📬 Contact

For any questions or discussions, feel free to reach out.

• GitHub User: BrianLee11
• Name: Brian J. Lee
• Email: brian.lee.great@gmail.com
• LinkedIn: https://www.linkedin.com/in/brian-jonghoon-lee-frm-caia-a96438199/

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Happy Learning! 🚀