The 2024 ISDSA Meeting will be held in Vienna, Austria from July 21-24, 2024.
certification:programs
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certification:programs [2019/08/07 19:10] ISDSA [Intermediate Data Scientist] |
certification:programs [2019/08/08 20:35] ISDSA [Advanced Data Scientist] |
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| Skills | Beginner | Intermediate | Advanced | | | Skills | Beginner | Intermediate | Advanced | | ||
- | | Data ethics | **✓** | **✓** | | | + | | Data ethics | **✓** | **✓** | **✓** | |
- | | Data management | **✓** | **✓** | | | + | | Data management | **✓** | **✓** | **✓** | |
- | | Data manipulation | **✓** | **✓** | | | + | | Data manipulation | **✓** | **✓** | **✓** | |
- | | Basic data visualization | **✓** | **✓** | | | + | | Basic data visualization | **✓** | **✓** | **✓** | |
- | | Basic statistical methods | **✓** | **✓** | | | + | | Basic statistical methods | **✓** | **✓** | **✓** | |
- | | Basic programming | **✓** | **✓** | | | + | | Basic programming | **✓** | **✓** | **✓** | |
- | | Oral communication | **✓** | **✓** | | | + | | Oral communication | **✓** | **✓** | **✓** | |
- | | Data analysis reports | **✓** | **✓** | | | + | | Data analysis reports | **✓** | **✓** | **✓** | |
- | | Working with big data | | **✓** | | | + | | Working with big data | | **✓** | **✓** | |
- | | Predictive models | | **✓** | | | + | | Predictive models | | **✓** | **✓** | |
- | | Classification and regression tree | | **✓** | | | + | | Classification and regression tree | | **✓** | **✓** | |
- | | Scientific writing | | **✓** | | | + | | Scientific writing | | **✓** | **✓** | |
- | | Advanced programming skills using R and/or Python | | **✓** | | | + | | Advanced programming skills using R and/or Python | | **✓** | **✓** | |
| Text mining | | | **✓** | | | Text mining | | | **✓** | | ||
| Computer vision | | | **✓** | | | Computer vision | | | **✓** | |