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Mini-Path to Data Science
Description: a self-paced curriculum on machine learning inspired by my own undergraduate journey in Computer Science.
Requisites: basic programming skills, mathematical maturity (college level), a questioning mindset, tolerance for typos, passion for learning
Recomended: MATLAB / Python, creating figures, experience playing an instrument
- Intro to data science
- Intro to music theory
- Intro to scientific Python
- Intro to algorithms
- Intro to data engineering
- Intro to affective computing
- Intro to recommender algorithms
- Intro to machine learning
- Advanced Algorithms
- Advanced Machine Learning