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 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 & CW Clarification
TOPIC 3: Images as Data & Intro to ML
TOPIC 4: Image Loading & 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