Hands-On Engineering Courses

Master Python for numerical engineering analysis, unit-safe physical modeling, and automated stress/strain calculations.

Build, train, and evaluate regression and classification models on real engineering sensor datasets from first principles.

Understand backpropagation, neural network layers, and gradient optimization by implementing them step by step in Python.

Streamline Ansys Mechanical FEA parametric studies, mesh convergence checks, and post-processing with Python scripting.

Design manufacturable 3D mechanical components, parametric assemblies, and engineering drawings in SolidWorks.

Apply modern artificial intelligence, optimization heuristics, and data-driven diagnostics to real-world engineering systems.