AI for Beginners – My Fork

This is my fork of Microsoft's AI for Beginners course.

Assignments

Symbolic: Created a simple web technologies ontology + basic querying.

• Ontology file
• Query Example

Neural Networks: From simple neruon implementation to poupolar frameworks.

• Basic Perceptrons with Numpy
• Simple Neural Network Framework
• Classification With Simple Framework
• Classification with Pytorch

Computer Vision:
Labs covering optical flow, CNNs, and transfer learning.

• Palm Movement Detection with Optical Flow
• Pet Faces Classification (CNN)
• Oxford Pets Transfer Learning + Targeted Classification attack