Machine learning fundamentals
This knowledge unit is in development. Its planned scope and sources are listed below.
Scope
Supervised/unsupervised learning, data splitting, overfitting and model evaluation
Key references
- Géron, A. (2022). Hands-on machine learning with Scikit-Learn, Keras, and TensorFlow (3rd ed.). O'Reilly.
Used in courses
UAT 306 Artificial Intelligence for UASUAT 315 Artificial Intelligence, Data Analytics and Computer Vision for Unmanned Aircraft SystemsUAT 482 Machine Learning Technology and Applications
How to cite this page
Drone Institute, Rangsit University. (2026). Machine learning fundamentals. In UAS Technology Knowledge Hub (B.Tech.). https://rsu-uat.pk-research.work/en/kb/new/ml-fundamentals/