Machine Learning in Engineering Science

Week 07 · 19 October 2026 · Three hours

1. 14:00–15:00: Sequential Data and LSTM
2. 15:00–16:00: Why Attention, and How It Works
3. 16:00–17:00: From Attention to a Transformer

Each module contains 30 slides, speaker notes, and a separate complete notebook. Unzip the entire package before opening a deck. Colab requires internet; slide navigation and mechanism diagrams run offline.