| layout | title | permalink |
|---|---|---|
page |
Learn |
/learn/ |
Resources for ...
**CONTENTS:**
- TOC {:toc}
Read more →
Overview:
- Data Science Competencies
- The learning curve
- Career pathways
Foundations • Data programming • Data-driven docs (literature programming)
Ecosystem
- GitHub pages
- GitHub
Programming Competencies:
- Regular expressions
- Profiling
- Debug / QA / Testing
Management Competencies
Specializations
Data engineer...
[ diagram of relationships between basics, advanced, specialties ]
• Taxonomy of Analytics (summary of some common techniques) o Causal Analysis Experiments Econometrics o Inductive / discovery o Predictive o Spatial o AI • Visualization • Text Analysis