Planned content and ideas for hands-on Python projects and learning resources.

Planned content and ideas

  • Python for Cybersecurity: Automate log analysis, vulnerability scanning, and network monitoring.
    • Example: Port scanner that logs results to a file.
  • Data Analytics Projects: Cleaning, visualization, and analysis with NumPy, Pandas, and Matplotlib.
    • Example: Using Pandas to analyze Texas Rangers player stats and Matplotlib to visualize batting averages over the season.
  • Web Scraping: Collect and process data with BeautifulSoup and Requests.
    • Example: Scanning multiple cybersecurity news sites for recent articles and compiling the headlines and links into a daily report.
  • APIs & Automation: Build scripts that integrate APIs and automate repeatable tasks.
    • Example: Automatically checking the Texas Rangers' game schedule and results via a sports API, then sending a daily report if they played that day.
  • Machine Learning Experiments: Classification, regression, and clustering projects with scikit-learn.
    • Example: Using player statistics to train a model that predicts the outcome of a Texas Rangers game (win or loss).