Open Source Data Science Masters
data-sciencecurriculumopen-sourceeducationself-study
Abstraction: Free self-guided open-source curriculum for entry-level data science roles
Key points:
- Created in 2013 by Clare Corthell; covers math, programming, statistics, ML, NLP, graph theory, data visualization, and causal inference using free university materials and books
- Curriculum targets entry-level Data Scientist roles; includes a Capstone project and LinkedIn-verifiable credential upon completion
- Emphasizes diversity and ethical concerns: notes 74% male AI field, adverse uses of data science including psychographic election manipulation and facial recognition detainment
- Practical focus includes SQL, Python, data tools, scientific process, and business communication skills
- Community maintained on GitHub and Reddit (r/learndatascience); open to pull requests
Connections: Osdsm · Data Science · Machine Learning · Open Source Education
Source: http://datasciencemasters.org/