PyTorch Certified Associate (PTCA)

Hands-on demos and labs for KodeKloud's PyTorch Certified Associate course.

The repository follows the Continued Learning course layout:

• section_1: PyTorch fundamentals
• section_2: data handling
• section_3: model development
• section_4: training optimization
• section_5: PTCA certification review

Content retained from the original PyTorch course stays in its original demo or lab directory. PTCA-specific additions are placed alongside that material so a learner can move through the course in lecture order.

Production planning for retained slides and recordings is tracked in VIDEO_UPDATE_PLAN.md. It records the preservation, insert, replacement, and asset-recovery action for every video and demo row in the PTCA spreadsheet.

Environment

The existing dependency versions are intentionally retained during this code conversion. Install them with:

python3 -m venv venv
source venv/bin/activate
python -m pip install -r requirements.txt