Core subjects:

• Numerical Linear Algebra
• Optimization
• Bayesian Statistics and Probabilistic Programming
• Machine Learning
• Agile Data Science
• Presentation and Data Visualization
• Ethical Data Science

Optional subjects:

• Big Data
• Deep Learning
• Recommenders
• Probabilistic Graphical Models
• Business Analytics
• Natural Language Processing
• Computer Vision
• Complex Networks
• Data Science for Health
• Time Series