UofG Data Fundamentals

• Week 1: Arrays
• Week 2: Numerical issues and tensors
• Week 3: Scientific visualisation
• Week 4: Vector spaces and matrices
• Week 5: Computational linear algebra
• Week 6: Introduction to optimization
• Week 7: Numerical nonlinear optimization
• Week 8: Probability and random variables
• Week 9: Sampling and inference
• Week 10: Time series and signals