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dorianDraper/README.md

⚡ Jorge Antonio Payà Albero ⚡

Cybersecurity Specialist (Lawyer/Certified Ethical Hacker)

Since I began my transition from cybersecurity specialist to machine learning and AI student, I have embarked on a transformative path driven by the desire to enhance technical skills and broaden my career horizons. By combining my strong legal background with my extensive experience in cybersecurity, I have seamlessly integrated the principles of digital defense into my coding and machine learning approaches. This fusion has not only enhanced my technical abilities but also brought substantial value to both my professional and personal projects, empowering me to tackle complex challenges with innovation and precision.

Always looking forward, I am driven by a passion for learning, innovation, and collaboration, ready to unlock new possibilities where the realms of machine learning and cybersecurity converge, shaping the future of digital security and technological advancement.

🧰 Languages and Tools

Python

Linux

Git

HTML

CSS

JavaScript

React

NodeJS

GitHub

Bash


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  1. Airbnb-EDA-project Airbnb-EDA-project Public

    EDA including for the New York Airbnb data from Kaggle. Step-by-step process and conclusions of each step including the results on the relationships between the variables.

    Jupyter Notebook

  2. Boosting-Algorithms Boosting-Algorithms Public

    Applying boosting techniques such as GradientBoostingClassifier, GradientBoostingRegressor (eXtreme Gradient Boosting (XGBClassifier and XGBRegressor functions). This repo contains class examples a…

    Jupyter Notebook

  3. KNN-Movie-recommender KNN-Movie-recommender Public

    Building a KNN model. The dataset for this project collects part of the knowledge from the API TMDB, which contains only 5000 movies out of the total number. Model the data using a KNN, analyze the…

    Jupyter Notebook

  4. Time-Series-projects Time-Series-projects Public

    Time series data, prevalent across diverse domains like economics, finance, meteorology, and science, encompasses various phenomena such as daily sales, stock prices, temperatures, and population g…

    Jupyter Notebook 1

  5. Web-App-Streamlit Web-App-Streamlit Public

    Develop a web application using Streamlit and create a free service in Render and integrate the work done to be able to deploy the web application online.

    Jupyter Notebook

  6. DGA-Detection-final DGA-Detection-final Public

    Final Project on how to detect domains that were generated using "Domain Generation Algorithm" (DGA). The idea is to tell DGA-generated and non-DGA-generated domains apart using a combination of li…

    Jupyter Notebook