Salem Nkunda Nyisingize

Videos & Presentations

Project demonstrations, presentations, and technical explanations

OpenSpot Project Presentation

December 2025

Complete demonstration of the parking space detection system. Explanation of the MobileNetV3 architecture and comparison with other models.

Machine Learning Computer Vision Presentation

Time Series Analysis – Mount Etna

Winter 2025

Presentation of my analysis of CO₂ emissions from Mount Etna. Explanation of the Box–Jenkins methodology and SARIMA models.

Time Series R Statistics

Tutorial: Introduction to Machine Learning

November 2025

Introduction to fundamental machine learning concepts with practical examples in Python.

Tutorial Python ML

💡 How to add a YouTube video

  1. Upload your video to YouTube
  2. Copy the video ID (the part after v= in the URL)
  3. Replace VIDEO_ID in the code with your real ID
  4. Edit the title, date, and description

Example: If your URL is youtube.com/watch?v=abc123xyz, then your ID is abc123xyz