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mbakos95/README.md

💫 About Me:

🌱 I'm currently exploring AI, Machine Learning, and Deep Learning technologies.
⚡ Fun fact Neural networks are inspired by the human brain, with artificial "neurons" simulating our biological ones.

🌐 Socials:

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💻 Tech Stack:

C++ JavaScript HTML5 Python CSS3 AWS Anaconda Angular.js Joomla MicrosoftSQLServer MySQL Postgres TensorFlow PyTorch Pandas NumPy Matplotlib Keras GitHub Git Cisco Docker Jira TOR Raspberry Pi Power Bi

📊 GitHub Stats:



✍️ Random Dev Quote

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  1. Real-Time-Object-Detection Real-Time-Object-Detection Public

    Real-Time Object Detection using YOLOv3 and OpenCV. This project leverages a pre-trained YOLOv3 model to detect and classify objects in real time using your webcam. Bounding boxes and labels are dr…

    Python

  2. Image-Captioning-with-AI Image-Captioning-with-AI Public

    Image Captioning with AI using a pre-trained Vision Transformer (ViT) and GPT-2. This project combines computer vision and NLP to generate captions for images, showcasing how deep learning can be a…

    Python

  3. Dropout-and-Batch-Normalization Dropout-and-Batch-Normalization Public

    In this lesson, I explored two special types of layers in deep learning: The Dropout layer and the Batch Normalization layer. These layers do not contain neurons but add essential functionality to …

    Jupyter Notebook

  4. Weather-Forecast-Notifier Weather-Forecast-Notifier Public

    A Python script that automates fetching weather data using the OpenWeatherMap API and sends an email notification with a detailed weather report. This project demonstrates API integration, data for…

    Python

  5. House-Prices-Competition House-Prices-Competition Public

    House Prices Competition is an exercise that i finish in Kaggle.

    Jupyter Notebook

  6. Random-Forests Random-Forests Public

    In this lesson I explored the balance between underfitting and overfitting in decision trees and introduced the random forest model as a solution. Decision trees can either overfit with too much sp…

    Jupyter Notebook