An exercise-driven course on Advanced Python Programming that was battle-tested several hundred times on the corporate-training circuit for more than a decade. Written by David Beazley, author of the ...

The latest stable Python is 3.14.3 (released February 2026), but for ML work I recommend Python 3.12 or 3.13 because: All ML libraries (PyTorch, PyG, Lightning, scikit-learn) have full wheels — no ...

1. To build upon the foundation of understanding and skills established in Stage 1. 2. To encourage the student to consider the implications of working in particular media and studio specialisms. 3.

1. To enable the student to carry out sustained individual enquiry. 2. To encourage the student to further develop and apply appropriate strategies for researching and progressing visual ideas and ...

A Performance Improvement Plan (PIP) is a structured workplace process designed to address performance gaps, set expectations, and guide employees toward improvement. While companies present it as a ...