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daniamanal/README.md

Hello, I'm Dania 🤓


Python Developer | Data Science & Machine Learning Enthusiast


I am a data-driven student learning to build machine learning models, including deep learning systems for Network Intrusion Detection Systems (NIDS) & Image Classification. I leverage Python to solve real-world problems in data science and ML. My GitHub projects include Neural Network Models, Data Mining projects, & Python Applications to implement creative problem solving. I LOVE Data Analysis, although I have done diverse projects. Occassionally, I delve into the vast world of Cybersecurity and get amazed ✨

Core Expertise:

  • Python application development
  • Data cleaning, normalization, and transformation
  • Statistical analysis & probability theory
  • Designing and training machine learning models
  • Computer vision & image-based classification

    • Let's Connect!

  • Email: manaldania@outlook.com
  • LinkedIn: https://www.linkedin.com/in/daniamanal/
  • Portfolio: https://github.com/daniamanal/

    • Pinned Loading

    1. Fruit_Ripeness_Detection_Neural_Network Fruit_Ripeness_Detection_Neural_Network Public

      A small neural network analyses a folder of 800 images to decide if a fruit is ripe/rotten/unripe and displays the prediction and the confidence scores

      Python 1

    2. Lightweight_Intrusion_Detection_System Lightweight_Intrusion_Detection_System Public

      This Python-based Intrusion Detection System (IDS) uses the Scapy library to monitor network traffic in real-time. It detects Wi-Fi deauthentication, port scans, and ARP/DNS spoofing, providing aut…

      Python

    3. Data_Mining_Project Data_Mining_Project Public

      Gemini said This data mining project, detailed in the Jupyter notebook, analyzes car sales data using Pandas for exploration and preprocessing. It employs the Apriori algorithm and Association Rul…

      Jupyter Notebook

    4. Nobel_Prize_Analysis Nobel_Prize_Analysis Public

      This project analyzes over a century of Nobel Prize data to uncover global trends in excellence. It explores historical shifts across categories, demographic patterns like gender representation, an…

      Jupyter Notebook

    5. Amazon_Price_Checker Amazon_Price_Checker Public

      This Python script is an automated Amazon price tracker that uses BeautifulSoup and Requests to monitor a specific product URL. It parses HTML to extract the current price and sends an email notifi…

      Python

    6. Fetch-Zillow-Propert-Listing-Automation Fetch-Zillow-Propert-Listing-Automation Public

      Fetch the property listing information from a zillow clone site and automate filling the google form. Finally, view all info on Google Sheets!

      Python