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TouradBaba/README.md

Welcome to Tourad Baba's GitHub Profile πŸ‘‹

About Me ℹ️

I’m a passionate and aspiring data science student currently pursuing a Bachelor of Science in Data Science. I have a strong interest in leveraging data to drive insights and make informed decisions. I’m dedicated to expanding my skills and knowledge in this rapidly evolving field.

πŸš€ Projects

  • Developed a machine learning-based app for fraud prediction.
  • Utilized Azure Cloud for deployment and MLOps for continuous integration and deployment.
  • Implemented data drift monitoring for accurate model updates.
  • Developed a web application to visualize population and GDP data.
  • Created interactive dashboards and maps for demographic and economic insights.
  • Deployed on Heroku and PythonAnywhere for easy accessibility.
  • Analyzed a large dataset of scholarly articles to categorize trends in science.
  • Applied text preprocessing, TF-IDF transformation, clustering, and dimensionality reduction for insights.
  • Designed and developed an application to help users manage and analyze their habits.
  • Provided tools for habit tracking and performance analysis.
  • Optimized management of listings, bookings, payments, and reviews for streamlined operations.
  • Implemented automation processes using triggers and events.
  • Conducted a comprehensive analysis of SpaceX rocket launches.
  • Processed data to predict the landing success of Falcon 9 first stages.
  • Explored various aspects including launch sites, payloads, and success factors.
  • Proposed a data warehouse architecture.
  • Implemented ETL processes and KPIs to derive actionable insights.

πŸ’Ό Skills

  • Programming: Python, Object-Oriented Programming, Flask, FastAPI
  • Machine Learning: Supervised Learning, Unsupervised Learning, Deep Learning, NLP, MLOps
  • Data Analysis: R, Data Visualization, Data Wrangling, EDA, Web Scraping
  • Database: SQL, MySQL, Database Design, Relational Databases, Data Warehouse Architecture, ETL
  • Tools: Azure, AWS, Docker, Kubernetes, TensorFlow, Keras, Git
  • Project Management: Familiar with Agile methodologies (Scrum, Kanban)

πŸ“œ Certifications

πŸŽ“ Education

  • Bachelor of Science - Data Science (IU Internationale Hochschule)

πŸ“§ Contact Me


I’m open to professional collaborations and project discussions. Feel free to connect with me on LinkedIn if you have any questions or would like to collaborate on data-related topics!

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  1. Fraud_det_app_MLOps Fraud_det_app_MLOps Public

    Fraud Detection App integrating MLOps for seamless deployment and continuous enhancement, ensuring efficient operation and ongoing improvement.

    Python

  2. multi-page_dash_application multi-page_dash_application Public

    This repository contains a Multi-Page Dash Application designed to provide interactive visualizations of geo-spatial data, focusing on population and GDP. The app offers insights into demographic a…

    Python

  3. Trends_in_Science Trends_in_Science Public

    A case study that aims to provide insights into the organization and categorization of scholarly articles across diverse fields of study using a big dataset.

    Jupyter Notebook

  4. IBM_DataScience_Capstone IBM_DataScience_Capstone Public

    Explore SpaceX rocket launches from data collection to machine learning prediction. Analyze success factors, visualize with Folium & Dash, and predict Falcon 9 first stage landings.

    Jupyter Notebook

  5. Habit_Tracker Habit_Tracker Public

    Habit Tracker app with python.

    Python

  6. AirBnB_DataMart AirBnB_DataMart Public

    Data Mart designed for a dynamic platform similar to Airbnb.