mit-15-003-data-science-toolsStudy guides for MIT's 15.003 Data Science Tools
Data Science Tools study guides for MIT's 15.003
Goal
This repository aims at summing up in the same place all the important notions that are covered in MIT's 15.003 Data Science Tools course and includes:
- Study guides for SQL, R, Python, Git and Bash.
- Conversion guides between R and Python.
- All elements of the above combined in an ultimate compilation of concepts, to have with you at all times!
Content
Study guides
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|---|---|---|
| Data retrieval with SQL | Data manipulation with R | Data manipulation with Python |
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|---|---|---|
| Visualization with R | Visualization with Python | Engineering tips |
Conversion guides between R and Python
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|---|---|
| Data manipulation | Visualization |
Super study guide
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| All the above gathered in one place |
Website
This material is also available on a dedicated website, so that you can enjoy reading it from any device.
Authors
Afshine Amidi (Ecole Centrale Paris, MIT) and Shervine Amidi (Ecole Centrale Paris, Stanford University)
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