Advanced Data Science (RGU MSc Course)
- A tutorial on how to load images from a GitHub repo to a Notebook can be found here
- A proposed solution for coursework part 1 (and part of part 2) from the 2022 version of this module can be found here
Week to week plan:
Topic 1 – Introduction to the Module & Jupyter Notebook
Topic 2 – Introduction to Python & Coursework Clarification
Topic 3 – Images as Data
Topic 4 – Feature Extraction
Topic 5 – Methods to Address Imbalance
Topic 6 – Metrics for Performance Evaluation
Topic 7 – Neural Networks
Topic 8 – Convolutional Neural Networks
Topic 9 - GPT